From 9aa82b8db8a4be9e965089923109be37b9e2e98d Mon Sep 17 00:00:00 2001
From: pancetta <pancetta@users.noreply.github.com>
Date: Fri, 22 Sep 2023 06:44:21 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20Parallel?=
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diff --git a/.doctrees/projects/Hamiltonian.doctree b/.doctrees/projects/Hamiltonian.doctree
index 50e775bac87c3bc8e89881647c3a741f2afbb523..f3a7a3f8f498565cc8ebe1cd540f713dc0c24fd7 100644
GIT binary patch
delta 33
jcmew{hvml{mJJ8~u~}N^nVOhvKK4(X5ypP}e<~jU`jrjp

delta 33
jcmew{hvml{mJJ8~v6))xnHU&tKK4(X5ypP}e<~jU`FRc2

diff --git a/.doctrees/projects/doc_fput.doctree b/.doctrees/projects/doc_fput.doctree
index 506231da862b520f9e086b228beec637892b4729..24329fe69471343a78c2338a9e9ea961befbbe4a 100644
GIT binary patch
delta 43
ocmZ3ylyUJ=#tp%)?3NaKrY0t)lm8owZq9dQWJD3@aTDhO06FCikN^Mx

delta 43
ocmZ3ylyUJ=#tp%)?537_CI&{Plm8owZq9dQWJD3@aTDhO05~%Zd;kCd

diff --git a/.doctrees/projects/doc_matrixPFASST_matrix.doctree b/.doctrees/projects/doc_matrixPFASST_matrix.doctree
index 06bb39c1c7bc8b4cd9cfa621086c545aeefd7f64..eb7b7efd81d45bb7ed3fa65c1f5a47377d87984e 100644
GIT binary patch
delta 270
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delta 270
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diff --git a/.doctrees/projects/doc_matrixPFASST_propagator.doctree b/.doctrees/projects/doc_matrixPFASST_propagator.doctree
index 003034c145fc03ed887d9f7483d69e22d044d2fe..a524762931ac07ecd9a7f09055aaa54cf3ffa1ff 100644
GIT binary patch
delta 247
zcmex$gYnl5#tpe)EGBy9=93@9iB6sup)~n_jMe1KMDNKH;(XW)^~_BS3^vz?voUfR
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delta 261
zcmex$gYnl5#tpe)T*i79W`-82x`w8c`y&h||BtbnoSEo7c|x2Ii;<qO#pJ>;(aF4t
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diff --git a/.doctrees/projects/matrixPFASST.doctree b/.doctrees/projects/matrixPFASST.doctree
index 67bbca8ab51949df348ddba486b06e2c547744f8..472eb1d815e438c639c85e9baf60dfd2a7469a98 100644
GIT binary patch
delta 479
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delta 479
zcmZoX$J}_1c|&Y6tErxmx$)+`IsS}nrh2BPhK7^lvMo1%ND*b^GSV|KH!(`pHME#K
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diff --git a/.doctrees/pySDC/implementations.convergence_controller_classes.adaptivity.doctree b/.doctrees/pySDC/implementations.convergence_controller_classes.adaptivity.doctree
index b4384c70c07b3d4f50681271db0532a2721b53bb..de9fc7ec758051b64adca7b6f45e1db51f3f8d15 100644
GIT binary patch
delta 1320
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delta 1338
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diff --git a/.doctrees/pySDC/implementations.convergence_controller_classes.doctree b/.doctrees/pySDC/implementations.convergence_controller_classes.doctree
index cd6908ba6b1875f903d75905e6f97ee6ccdb7d43..6db461dcc6a354a671e65be6718b3d17199cce52 100644
GIT binary patch
delta 45
zcmeCy=+IzoV4eC`cq8jFRz|<c7a2{3Q;SP7a}!Ha;|ub0D)aJlGZS+*e`gip0|0i5
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delta 62
zcmeCs=+<CuV4cb!vXONe>*O{zGo{qxlFZ!1lGOOjypq(Sg8ZDslFa<P_|&4J{Guss
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diff --git a/.doctrees/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.doctree b/.doctrees/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.doctree
similarity index 65%
rename from .doctrees/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.doctree
rename to .doctrees/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.doctree
index 1827241b5e7d8da42d4ba7ee3714fea5d3c5e16d..feda9d88e669acdd3386f9b0ed64abfe6e7d94b3 100644
GIT binary patch
delta 2751
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delta 2655
zcmdlph3WldCe{YlsZTm5vUV_rP2R{PJ#nRiZf0IdYEeOcPGU)BeqKy`YEe;skwR{M
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diff --git a/.doctrees/tutorial/doc_step_1_A.doctree b/.doctrees/tutorial/doc_step_1_A.doctree
index c71c0f0004f6f5e2729cc70a24bfa73266b609ab..a92b0d679897cffad398e875ab4c555660e08cf4 100644
GIT binary patch
delta 20
ccmX?ab>3>jbrDA6$u~qS7>zdzirR4i09gzM>;M1&

delta 20
ccmX?ab>3>jbrD9B$u~qS7)>?{irR4i09hUe?f?J)

diff --git a/.doctrees/tutorial/doc_step_1_B.doctree b/.doctrees/tutorial/doc_step_1_B.doctree
index 25d699827801286bd20a05962279178d995df7ec..66a9cc5a4c037d1339da71226f81edaed26ae191 100644
GIT binary patch
delta 25
ecmccI%y_w(al>viCJUp@d(Cz*g6MLK7)}6&{s~S1

delta 25
ecmccI%y_w(al>viCUdjRd(Cz*g6MLK7)}6(I0;k$

diff --git a/.doctrees/tutorial/doc_step_1_D.doctree b/.doctrees/tutorial/doc_step_1_D.doctree
index 60c4c97167b785e045a951583d409c58ec33fbdd..40a016d35c1ade501a5319e0c193862b832156aa 100644
GIT binary patch
delta 24
ecmdngz__V_af7cJleyt!f3prCwfUx5BqsoCsR%Lv

delta 24
ecmdngz__V_af7cJlbO+Ef3prCwfUx5BqsoCrwB3t

diff --git a/.doctrees/tutorial/doc_step_2_A.doctree b/.doctrees/tutorial/doc_step_2_A.doctree
index 983919f70a754686cb0204e9b8eb013e1e73cf2a..75fe50da44be88b73eff1005a19d54292974862f 100644
GIT binary patch
delta 20
bcmZp4Y;@efDZywwnM=Zg(Rj17gdGO}JA(xO

delta 20
bcmZp4Y;@efDZywmnM=Zg(PXo;gdGO}JCy|i

diff --git a/.doctrees/tutorial/doc_step_2_B.doctree b/.doctrees/tutorial/doc_step_2_B.doctree
index b98de2fef405422c1a7a107f373ddc96ecc3ccd7..9c7defd28d8c6eb8e22232d6421085f7d7e45630 100644
GIT binary patch
delta 246
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delta 242
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diff --git a/.doctrees/tutorial/doc_step_2_C.doctree b/.doctrees/tutorial/doc_step_2_C.doctree
index 55672c5c96496b03647b0b5f397082bb285f05f4..5a2c7af771a6bcb8b4070c9f57b70413019e48d0 100644
GIT binary patch
delta 2058
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z>n^uT&mMTxd+d#iAp`2*5Su;Am?X2qD<xMr10q6VR>R7SRObjHr!PxQdgT~@STFlh
zXG20hDipU$^zupG6T>Hy&J%~&N3O?C&7RH&k}J%_g<{mzvWn(}7V;b_6gp||R0SdD
zMjD-o3FWw|aj2qDD}>>Nq%%c@&UcsmjW7}d5kw|5)GU!6wEeP0DYQhJNe#8T(15<$
lTRBYwyE>*co&M~H#i!Gs^3|PAzx!$a=hJ_u|8dji{{ZVW2tEJ+

delta 2042
zcmeH|&uSA<6vjzgOHvR7(M6fb{3&TPI+OeN+<Q|C1}a(-sGvf-5nXg672--n&?b-I
z*$6_5;6hgl*@z2Ky0_#Z+_>rsSiCdN)K)S+fMhx6e)szh=XVb?+AEFrN*|ugR~T(k
zeVI!bR$Gs!{(R!jm1ifu8pE~a2h;ezy@F4JGx#I8h`siCtOpWb1*fqaH1T8Lpc~BL
zZa6>u+1{N#c^~($J^!oneeqUa0fz1Rr*hT~;MMv7-%$sbZ&X~l84)qZ2;&hk5o11q
zRwh)`UhCr)b6%`gN`SO+Hg{AqJ!<l*byY+e%97(eLL==C@LOZSqXcXKj1SPiU7}9t
zOCa0|Re{i?aR;3R&nQ)_Ga}V3frI<q*%`?s$NO;9wbAMEAvlW=6D1gt+E_O;HdPRA
z<=gm0xiuX#B|&S(HX}+3<oLQdz<W*alp&f^{2HIj#wF}@5~t5=ehA7CDYUhr<87$5
zS;ZbTc=x)4J2&0jgi(CN`xcxzsz6%VVl~J1Re(|05v=zy=CvtM#~2DO?d>-nfNiFL
zkl-dwh&m2Fyj`x6e@Jak(%ylUk~_1$Vmj$*JWwHYDqezchH^y`NZH#F5_^1rhu{ZP
z8_q>BADK-`TSQ?X1QW^AD1Zsc^tRDk4??OG7xvv3frMl*2`#tAV!{+RBIRBHEZHX?
h-<k_0iX*d<ugGNUCtE++`r|*8|9I;!4PS1U@-It-1Y`gJ

diff --git a/.doctrees/tutorial/doc_step_3_A.doctree b/.doctrees/tutorial/doc_step_3_A.doctree
index a4e48bc2b6e74ce0685f82e798d17bc99b194f5b..60f2ae42946235dc7ce116f2de2110148cc7c325 100644
GIT binary patch
delta 130
zcmaEr_$qP3KP5(k$^Vs<*$honbqy>hFH{qsY_H70WNtdyP+f`H!qfmr%kUamDH!UR
f7@8WT>KYnOUZ|q5dA_<3<K~kpvP@*__vQou&kZBp

delta 130
zcmaEr_$qP3KP5)P$^Vs<*-VU5bqy>hFH{qsY_H70WNJRyP+f`H(!c^p%kUamDH!UR
fn3-Fq>KYnOUZ|q5dA_<3<K~kpvP@*__vQou*1aSH

diff --git a/.doctrees/tutorial/doc_step_3_B.doctree b/.doctrees/tutorial/doc_step_3_B.doctree
index b3ea6caf6700a3a09526674aa95ef42c39cb907b..d212f9db44e7bc31680ed647b6aa671e272c5a45 100644
GIT binary patch
delta 734
zcmdnKmT~)9#to9noW{mh1|~WNh8CM2T9h*(xRVpD>yUUK^|UvKsNG<m?51ToSw~B1
z@&X60&7E3nnc-?ICj-??&eB8Z0*TbZ<c$p{3;Hxn{;qEY6EQIci|jIhi<lXJMQRP<
zBIXbg2P3$Mg%MZ{voT!65@OCVxQL;F30O_12~3TlAw<N-6fR<923EswrYdJ-l&WiB
z&Shj^WUOmoscU4UU|?ni2^T|SbD*-t3KoXuhCoFY*cF*r02MV(o@Q<d^_!t7$W8K-
fzniNw85&Pku-F0f^k_I^4?-%1^Zd<qewG{nTMWXM

delta 724
zcmdnKmT~)9#to9noJNLLh88-O21c77T9h-vxyF+dt?Q6@AN901hp63Po}8*BHCac?
za`FNPuFaiVYnf5iOwQ6n)m00VH#D3q=+iLyyS^1%!~!g`%K$E7WC|9kHMHV@I?H&n
zqes&u4@;OHV@t3KW@EStlgWW*jgyZV!woSt0W0Y=fs2?ytoAWQh(N67H&c}}Fi+Jr
zFy}HdFf!IPu+%j&QZO*Hg4%8la?fHpa|;WQA`9$_CN~;2O`d8FH`@ZFNq+Kob9E*I
Xi^&QWJ78`f4Psga@%+toewG{nYL&yH

diff --git a/.doctrees/tutorial/doc_step_3_C.doctree b/.doctrees/tutorial/doc_step_3_C.doctree
index 4df32279b8a2364ef2e09b9ac4820f2378d715bb..7f40051f6901c5980b4a1d85f96e777e2d3fe782 100644
GIT binary patch
delta 38
lcmZ1zxh8VM8f7M9i^&cuTFho9rju_gCnIq;=c?Fq008+P3uyoV

delta 38
lcmZ1zxh8VM8f7MP)5#7hTFgckMw4$VCnIq;=c?Fq008*;3uOQR

diff --git a/.doctrees/tutorial/doc_step_4_C.doctree b/.doctrees/tutorial/doc_step_4_C.doctree
index 0674bda2ee3c7aaccd43bd25f8edb1d4b9274672..43a5821a4d0e2683faae2e0580d30a24012a8f8c 100644
GIT binary patch
delta 90
zcmX?*eIR>7y^grCk%6Iks;+^Bg08NDv7V)=iGiiDvFT)OU1c^i3u9wLgUS1KLWxsm
Kyt!T1k^=xUP8QAp

delta 90
zcmX?*eIR>7y^gq%xuJ<=s;+^Bg08NDv7V)=iGhiUsnKL@U1c_q6p*=JCzLp4#+%!9
GEja);>K5hz

diff --git a/.doctrees/tutorial/doc_step_4_D.doctree b/.doctrees/tutorial/doc_step_4_D.doctree
index c15af50f942cea0cf0386520be9e62ed2068c744..fc565b3a09f6f508573c0fab0c5a793ba3cdd215 100644
GIT binary patch
delta 130
zcmZ3~z__S^af80GmbspZxw)y4k&&f>uC9WDf`y)uv5BRjnK_hisb^|wYGG_*V!ZjH
aX&@t`@#I3Yd6PX&<H**jvH7LBB?kcZGayp{

delta 142
zcmZ3~z__S^af80Griq?~g|VfDfq|uhuC9WDf~lT~nVE@&sR@*Cre|bfY++<<I(eh9
h@#Oa=k&|Q0jxm}{E;O4r+0!(RLj4+>Uz%HT002X1Cl>$!

diff --git a/.doctrees/tutorial/doc_step_7_A.doctree b/.doctrees/tutorial/doc_step_7_A.doctree
index a16c19c07e09fa93d4fe2e1844426a431e364bc3..0376fa50c5a810430c506e3e3ee3778f03326927 100644
GIT binary patch
delta 488
zcmdsyJxW7S5QTa8jGCZ91RE^`t)F-1&b>1O(T6{X!Kbw#f}ldM65N1|8*mb9Ed(Kz
zD6Yd!(&-M&4!jswVSUc|&N+|$?4h6K*W<mr=e*s@ZtQD&uSt=~A*dom^lX<qA2ldc
zgW9m1v-kFt-LI`qCmTBzRp&`;xV3V-{+fINB-+X5qFuDG5rs(+z0wF13jm+Y<-rU^
zaT1(}0|rbbgIql0Uj-+f6%=A{-m(1Zo`4d%YPiHj2~26-=k8$43)y!`c2q4iBc=r?
s%7hMmNWo=$s@~?Qh!kk)>io2**SnpG<8Ej6@E;$pjSjz@?Qcx}0Cu5|nE(I)

delta 532
zcmd^*F-k*05Qcg1d};^@L9o#xV871n?C#7!APQ*`pSIcvf(XG%@B&(SfQ^lvg;gps
zcntegUO{i*1fw3pdOp5y_#dam)3hjWR_-63%VDp$%kP7OCJCUZmq6fiXEd+Kp(o9s
z{f+!KT+f%i-4?N`a0FzHcDk*1^3~pJ84)FajJ6j{n?yVcu?OQIETLJY4kbm?9knb)
z08wH><sZ$g3XU=GGRP)^kc355Atm}1kyBE%Ufr}3BiT<Nf12bH$3=+palO@!#0-kW
n!IF?nGv8#FV({JTi*wg#OvbCHlX2(d-_1~c&+u|~xWD!Vjjo%8

diff --git a/.doctrees/tutorial/doc_step_7_B.doctree b/.doctrees/tutorial/doc_step_7_B.doctree
index de49b53da42801d0d7fcb061a21b7d63b95cdf0a..1ae096e4b6a7d09514abfcd57afb048b8eeceaf0 100644
GIT binary patch
delta 153
zcmcc7!+4{Ial?B9CNs;;9}V;vSxhaB4JS96XfJNCWMr|hG&TisCO24WO}=S$joIAT
pd~<_|J|l~vv6%%>CTy~`?KL)IJqt@q%gs;CY#6Cwj<}s82LLHRFk%1z

delta 153
zcmcc7!+4{Ial?B9CUf)69}V;vS<K8VEG9RaXfJNCWMr{4GB5*iCO24WO}=S$joHG;
qcyoh^J|nY{h2i8tW1Y<cwv3EyCVB>DhUS}}n%OW?!yIutM-Bjyl`T*J

diff --git a/.doctrees/tutorial/doc_step_7_C.doctree b/.doctrees/tutorial/doc_step_7_C.doctree
index c409f48fd095627d7702ad310d8aa40152d836b1..99afeeb3604fa753bb6128e9e649676e4dffea63 100644
GIT binary patch
delta 125
zcmdlsopIZA#tnYvEEXna#*;tVXia|Wz`l9CwH+f&#CY=$izX%(Lo;IoRC$od=8rag
nOf04r=9WM?&CP4<g&A4Q42(fMt<7&8<QTEb8E<ZKHsJsO`1dO~

delta 125
zcmdlsopIZA#tnYvES83bMw36<Xia|Wz`l9CwH+f&#CY=$izX%(V@m^bRC$od=8rag
lOe_Y5mKH!c&CP4<g&9FSOOVRVZyn^oJWM&`%}vfG902qwD<%K{

diff --git a/.doctrees/tutorial/doc_step_8_B.doctree b/.doctrees/tutorial/doc_step_8_B.doctree
index 5a3d202154e837490dae88579a0748394bd1cb78..900f51a9583f1677a43130067aec2136466b591b 100644
GIT binary patch
delta 136
zcmZpiz}Pr}af6sSn_;T1fjQUYd|k20eO4Sy#^#f4%oUl;EhfjC>oS>{Oztz+X0kMx
kyxUxd!_eG3RoBpfYw|}4xy`&5sZ11Tc4peV#x|4-0N8~k0{{R3

delta 136
zcmZpiz}Pr}af6sSn@Os!fjQUYd|k20eO4SyCWe!3%oUj|j3&pM>oS=dPwq3<W-_su
kyxUxd!^priRoBpfYw|}4xy`&5sZ11Tc4peV#x|4-0MYRz=Kufz

diff --git a/.doctrees/tutorial/doc_step_8_C.doctree b/.doctrees/tutorial/doc_step_8_C.doctree
index 25a2eb95fcc3336af0a0b441664ec44d12caf40a..1cfa1d4e676504c7108ec2d44d4b80eb91fd254c 100644
GIT binary patch
delta 1188
zcmeH_&1zFY6vu0tgc6#|O;bN0F$vm>qI7!adqz-^>N~iQw3{xpHzZ!H;vyFtu{JKW
za&RdX_b$?)Z=poNg)0}nK>GlqXU3ur;I^}x!#V%?|IV57dM~%Tm&-pYyqX{7o9p>+
zb5m2WwAqH+*^RtVio$5nfJqh=7}3_kLDGbNT7s)dt;h*8M*4y*i7*saGYrqe>carO
zC*^`5)+p3mFK|LNzLhm$|3wM5ldz&Br)!I`X)U!lQ4H%wgF3wFoGUV7X)NHNcOq1R
zaVf1~F&?G_tUOo+z4<b5QtPE$8sQnjZd8;cj*Vkzz~w=7Ov1bDEM!Rub_O*}GG$#u
z%V;4a<9}qG5?tw3%jz$Tjk)jBk*+_kmj7W2VX%kONI46WUNvBc8k~(}28rkAC{dIv
zX*qSs2(6*{^aFgny9{sB1qi$7me%~epGI(MYr*qP(pu3FV<^6oeub?kXS~TuKRD^e
zA@re>AVS1;ZILSY+^L4Krq;%>uz0wU61{%Hmtg~f?kwCH2GHB6_;`2YBHX&)f=}D2
zkK4n0IpqdWhyCG&X>GNm4=Lf2O2L)z_<Vfr+41QLv-k^$CS6068jauZeq4Xv&Q-X;
hK{6q=OK}9n)J^!+pE=qjT<fDv`p-=o|Jb=S^BXu|c=!MS

delta 1285
zcmeH_OKTHR7>3J`gc7GAO)DtVHe(3{p*^1aIpZQOs?Z-Gf}4_x!D169wkB>QCXpr+
zp?LXlDa{XXlLY(;E-GG@q8m5v+pXZ`%-E(s!A)m3^S$T1&->1|H?&?4tynYuDl>>>
zH)CHi6BB@2YjC%54VwNUr2Qm(Yd8spnDjIp*5{yKv*AkFiBlxB2ZP`uR31ACiZsS5
z5`1ji5R}ttMW`+<W9?pYDe^dh!}8SxK}=9D(iNZBu-crN!ef!v6b9{i=vVSas8x7j
zbvA<$=NuEll*AYlNf}(|7D2aOq{6eFF<^)i{EzQb!-hXCC&3Y+LXMGF+aaW+N2<P`
zH?KmAW9EFEn~WR|>hn<S*-)s?q|}&9adr%youcE<#=)ctfo=F~4zQDnl=ukV^RT2;
zNgl#8Ne%p4_;7y(Zgp}|!G$dc_;wBo?Ie_U9C)|A2>8()eBU|)-JKj1pPd7{vzJgv
zDI#IeSy>WD2trEBL?)96q1*nw(vthY_cvXPm?A_drKM*cOg!WF%MvtdA}r_p!xY>I
zreU`3MwV}CS!>*i4PS!|cwciNT`@Gh4Y(65MEQRA7A%e7pnBH)5OY11Qc__uVZycX
zScm=H>!Y7f*Q{w`b^$A4$~Hr)aTs}hw7)yF(v)zisL<gEbIri*-hA1ZJl(w0&HE3V
KH~R7X^5kDJxSrVn

diff --git a/.doctrees/tutorial/step_1.doctree b/.doctrees/tutorial/step_1.doctree
index 52e94062cd6439ea8091a292cce991945a760f6c..e3732650f38a9b6bbbfea3ff00e8eba6ccb76e48 100644
GIT binary patch
delta 67
zcmaEVj`{sL<_(#8jK-6*^eh;SH!s#xuxGL`+I%#32P25C&p(>YV{XVbC4)V7N`_cZ
W<K&OGR42c_70G07xcS2E`P=|{{~KTc

delta 67
zcmaEVj`{sL<_(#8j3$$_^eh-nHZRswuxBzi+k7;42P25C&p(>YV`juPC4)V7N`_cZ
W<K&OGR42c_70F~~wE4pA`P=|}Q5$Fg

diff --git a/.doctrees/tutorial/step_2.doctree b/.doctrees/tutorial/step_2.doctree
index ba6d52f546dc267a7cc0c9b9bb414c9e845576ed..6fcb0816ae146dc9f9a5674315f6c9fa426daff8 100644
GIT binary patch
delta 2322
zcmeH|&r4KM6vr9Irg0z&L{~Gs=RAa(oax?s?ysi{3Ea5If)=fmT)1c^lQy+Wr*=Vz
zoLv~@V%!K4K2#V<YGL$KrzS|ju)je23$puWo@Vi89fYg<&bi-r&OP^Y?!60@=t3p>
zd@&ONT*~MOczc=Cy%CA~H+mv2_T;;ph(9>^INu&6QsCsMZk9|^+{?RB%9$A*94NHK
z38Q=@OEmW8EqqvLjZv-%XdJ&KV~R`8HSQF|Ni7J~ikNQ)_o^q*8as883M!alc<ttc
zf0WvTu{#%90J;fuQCE8dt9P4zo4Ee+-l63hE8~s7%13c@Hi6$u0@v3p%&wimnY9#N
zobAGQrFNVtox@9|KHQm2c-hxaqksO7`)|kp^0due4LpoUyggSwuqYU-h+B(E9R1Le
zl4g^6f)NH;;$|7MiR`W~oKd%?oL)*I`PgFk4bQj6gE@v%+x<vBYaCj(;*2VyT!Z$A
z0&uu;AAim}mf>uY$nYfGUtAFfH`2D>2S%vEg`&Q0yW&`;Pa5kasRb;Qlek}rHT!*p
zQ{~o!@};g#=T?%PGDlRst4uUEJgYKQ6!FJODz0-(`HhEHs%;0sG&R8{aMH7#pb<y1
zl!Qmps;1qo+UcM{jh2RMU9-DIeDpqr>t9kqG9VOZmVI#Up-0y|(@UL6VoC_d2(%V#
zXt}dV$RmJ&;U}*jpDnt$`qi<7Y77ZjJ<;Gs5}$0wQ`~QwaGu~}uSc~jNxZ%lvjvmT
z5Et-zRfTf8nJX@ipaQOH<>glF4#u?5sv#y2K~`;0r8|@a>TgImQ;=ZdPT=M3jx^^0
z{yozG8kn2Km+n?A#|6Qa0JkAEP-a7I+<b91qA;@B7f?Dr|HtRwJOk|b{D(a<|L^%f
K@4fk!Py7N_bHTp=

delta 2300
zcmeHHzfV(96iz8rAR(F%7|1Jqw5ic*%l-WW1{M|vad2QlWni!skwq6HP&WsE<ZK2b
zCYGfMF}y&N5{V8N4GJ|lKmuWPvic8*_mx)^?Q=CIOfUD`bH4A~^L^*dmxA-9;ERPs
zfWcxy1(;J#9PbNo*t^;r5YU_Msl&v4V(>WK9>hq%gHct_1)@++>!6m>d}A<>X=~(!
z(~%@n(3g(Dy-aI}5yX{-iR&W7g;IpTZiY8#q$q}+OdQG^4G<Y?IVPk=oGBQ*cK4qU
zJ9O-3cN4)qSe>O@I0MVK>V6(!?bV$_r-U={Ivs@Fm43+QPC&=(X_#4Qhrt|&)m#hQ
z&UM4*oCW7|&9FY(;UwQY4IZwCy>}D8McVQgs}Vt9JYQ_|+7WOgpM|Xj3r62Jg}Iq8
zYbJ=$B+^MjY$STTM2St=6ihE#fIc)C>4xW8tB{gc?k*QP4Xi{`8%fP|l|#XBDGT4{
zViBXSVGy+$)IQ44denCHH;K|GQCH~fQY>Qp;h(2jB`;I7V6POacl`s8iU(b5Rk=<r
zStmsb$$d8&G+mRG8Ap!iC*kW-IIdDe?mKQIiIGn_d~~w#(2014{5Id_jf<J-xJX|%
z?5Jl=1A}YBU;}dwW)?KuU$tQEQ@9F3Fgz<v8RhgrL{uWvi*bvXXVlh_nGtMH!KFgH
zPRL(0WR#og=Mf>4sjaOLqq@Q{v~IzZ&BjjjmsG>!wr7_txUv<pB~flqwFPBnH{Ik+
zF<OtQM6O7lcNmA6LKad>b{AHfQs%D@_a>!`MA0tB2y?CBBc^btHwhQEyP{Z1%8c>-
zgcR;zT(!b+l0rmM&4_u6pJ47n*|7QYQ~*O@xxcz1M{Dn6Dtff`fBtRR(c1slYk$Uh
IyOVDI0fD=@4*&oF

diff --git a/.doctrees/tutorial/step_3.doctree b/.doctrees/tutorial/step_3.doctree
index 659b750471fd2e265ba3dfb3958244600588edbd..18ae8fba7d010fd2cab292eb48de02c1aea389bf 100644
GIT binary patch
delta 874
zcmdmXn0eb_<_(6ntOlvN1{RYAZ6zlA*|IYknohQNRAw?aoxIRiW^#ig8?%L}0g$c4
zY-nn<d7Yyf<K{nhvP>lE>M`XsHnuV_(J?Tzn0#@D?B;~>C?*skt;ugILr_GtH<wo3
zV4j>_XF1uoPHOXly6wzxc}t)n+LODR>QF>#VLW5Q$q!o_Crh?i!bD7r!6J7MB4!3)
zk@>A~HRd3ZT^vw{T1<Y>+B8|U9WHGNG2#VW#L&P5Y{cpgm>NSvh)7;1T*Sx>tmeaf
z6*(g#U`U&D85tNE>l#?<8W|}Vm{~z=Gc+~_Dr=bhxl38W!qD6h6eZXdnpl7pZtJ#!
zdd<)j<SzNi5<TinhQ^Z}dv?J5JQ~!r4(j=v=P$Zx%w%jandiC|vzdwM<mK0rk+_>J
Iuh((`0J_{6XaE2J

delta 870
zcmdmXn0eb_<_(6ntcIz&1{RYAZ6zlA*|Ia47)`c!RAw?YpS;jkW^#ig8?z-)cA>2j
zvzfW&=5>x{jGO=1$ug0stH+en$k58rLdVj;X!6AwvYQjiqnO}A#y}yh$!{w|P(-vh
zmsZ_ip4?U^HQBe$a`S?^?aZk1le?ShP(*5BJVV3D4_g~2OSV|TMJ&J~cMu{*reKlz
zt#CEQMnI8WFdfF0V0qPcOAe^hO(q*IXq^1K-3q3})C8<#bqCxCGl<1`od^+##UJLY
z$QhUeL)x6n$iT>0*T7QO$VkD!%nE9@Imk5)lRtMU%b8nPfD~F_S2#IwPSfOV-EcQp
zfHcZamgrGu0>+bL&kmU5Mgy9*0X={7{6#m7nSc?;b6tzs$iisy@@vUR+|8EPYq<bS
C8yI2$

diff --git a/.doctrees/tutorial/step_4.doctree b/.doctrees/tutorial/step_4.doctree
index 8d98ba59e7f1cb6119f91d41c6c1edf0f831e5ca..c9a871d71f2ea9dd1b1cf47fec263ad3c6b8d839 100644
GIT binary patch
delta 213
zcmezRg8AzU<_$CEi5nXk7@DW*8dxak>M9uPS(=&{SQ;CfPF_Dxna#|?*x1lua_)TN
z$=vgmh)}vYcm5|=Ept5+b8}N8BO^<YnF<OPdPc@3mWF2LP`;&}simofv5ATCX2utR
ZjEu&U7rvM`x$=1&**Y~gOTLQX0st3dJNN(q

delta 225
zcmezRg8AzU<_$CEi5r<4npmdl8dxak>M9uPS(=&{n3$LvO<q4wnGGZbWaiE{p3FU8
zi3p{ebLW3@)ilwwurRi?FfgzLnW>;)s%K(mW@2G#0_B_O8Ce)x7#W*Re)!aQvi$SN
c$vrQQF`7(X_+sAV%I9$u>etvT`6`AB0A6E8TmS$7

diff --git a/.doctrees/tutorial/step_7.doctree b/.doctrees/tutorial/step_7.doctree
index 6141d9c1b123e6527a85bfad232fe774d7826a1e..18dd359aa1cfdaabc0824b950327db904be399c9 100644
GIT binary patch
delta 761
zcmds!&r8%n7{;6Zjw|TWp45JL2<p<he4Uwhe!V1u2QPiAt%D+LAr>op=pdOMYY93C
zUE*C&1tykJASgp!J9`N9VhBR?2S|qwwKr$gs6W7ybDD?eeLn9z%=QBRy1;p(W3jNo
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J^XUp(;|CAf^;iG^

delta 764
zcmds!J!@1^5QcL%XK%=-l`(>t6xwX$a^`%^41^F13tdryYzRaNiCG9@aWz=kh>Zj+
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AmjD0&

diff --git a/.doctrees/tutorial/step_8.doctree b/.doctrees/tutorial/step_8.doctree
index 1f814c8bf74535ea19697714a2a6dd1b62ae735e..a721d3e9694a26fe4f2e8e6f545b74bbc5a0ead9 100644
GIT binary patch
delta 1401
zcmeH_&ref95XZCa>qAPZMTCRJ_7x#2k>&00-NYyf2Tk;90w%_Iz%+squb#Y{AUKdU
znxGerM;Z=XJoq2r)x?9I1Z`?t4GBT1`(BlJH}S-tb|*9Q{mgf^QSrW2Jnw#L`E$j)
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delta 1407
zcmeH_zfTlF6vy-S_7+)=%OOH@aO@$MKqAY`?EKoq!bB6T42=nms0C&tzpSn7tW4k@
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diff --git a/_images/convergence.png b/_images/convergence.png
index e7fdffed335fb0a282ce6ff80f8cdbbe42a5419b..a62b6530356384eaad14bb6d6ded12121be3afe2 100644
GIT binary patch
literal 17655
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diff --git a/_images/timings_SDC_variants_GrayScott.png b/_images/timings_SDC_variants_GrayScott.png
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diff --git a/_modules/implementations/convergence_controller_classes/adaptivity.html b/_modules/implementations/convergence_controller_classes/adaptivity.html
index 9323f7f933..fc01a35c4a 100644
--- a/_modules/implementations/convergence_controller_classes/adaptivity.html
+++ b/_modules/implementations/convergence_controller_classes/adaptivity.html
@@ -916,9 +916,9 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 
 
 
-<div class="viewcode-block" id="AdaptivityInterpolationError">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError">[docs]</a>
-<span class="k">class</span> <span class="nc">AdaptivityInterpolationError</span><span class="p">(</span><span class="n">AdaptivityForConvergedCollocationProblems</span><span class="p">):</span>
+<div class="viewcode-block" id="AdaptivityPolynomialError">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError">[docs]</a>
+<span class="k">class</span> <span class="nc">AdaptivityPolynomialError</span><span class="p">(</span><span class="n">AdaptivityForConvergedCollocationProblems</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class to compute time step size adaptively based on error estimate obtained from interpolation within the quadrature</span>
 <span class="sd">    nodes.</span>
@@ -926,8 +926,8 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 <span class="sd">    This error estimate depends on solving the collocation problem exactly, so make sure you set a sufficient stopping criterion.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="AdaptivityInterpolationError.setup">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.setup">[docs]</a>
+<div class="viewcode-block" id="AdaptivityPolynomialError.setup">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup">[docs]</a>
     <span class="k">def</span> <span class="nf">setup</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
         <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.check_convergence</span> <span class="kn">import</span> <span class="n">CheckConvergence</span>
 
@@ -940,14 +940,14 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
         <span class="k">return</span> <span class="p">{</span><span class="o">**</span><span class="n">defaults</span><span class="p">,</span> <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)}</span></div>
 
 
-<div class="viewcode-block" id="AdaptivityInterpolationError.get_convergence">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_convergence">[docs]</a>
+<div class="viewcode-block" id="AdaptivityPolynomialError.get_convergence">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence">[docs]</a>
     <span class="k">def</span> <span class="nf">get_convergence</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">check_convergence</span><span class="p">(</span><span class="n">S</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="AdaptivityInterpolationError.dependencies">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.dependencies">[docs]</a>
+<div class="viewcode-block" id="AdaptivityPolynomialError.dependencies">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies">[docs]</a>
     <span class="k">def</span> <span class="nf">dependencies</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Load the error estimator.</span>
@@ -959,22 +959,22 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
 <span class="sd">        Returns:</span>
 <span class="sd">            None</span>
 <span class="sd">        &quot;&quot;&quot;</span>
-        <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.estimate_interpolation_error</span> <span class="kn">import</span> <span class="p">(</span>
-            <span class="n">EstimateInterpolationError</span><span class="p">,</span>
+        <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.estimate_polynomial_error</span> <span class="kn">import</span> <span class="p">(</span>
+            <span class="n">EstimatePolynomialError</span><span class="p">,</span>
         <span class="p">)</span>
 
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">dependencies</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">description</span><span class="p">)</span>
 
         <span class="n">controller</span><span class="o">.</span><span class="n">add_convergence_controller</span><span class="p">(</span>
-            <span class="n">EstimateInterpolationError</span><span class="p">,</span>
+            <span class="n">EstimatePolynomialError</span><span class="p">,</span>
             <span class="n">description</span><span class="o">=</span><span class="n">description</span><span class="p">,</span>
             <span class="n">params</span><span class="o">=</span><span class="p">{},</span>
         <span class="p">)</span>
         <span class="k">return</span> <span class="kc">None</span></div>
 
 
-<div class="viewcode-block" id="AdaptivityInterpolationError.get_new_step_size">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_new_step_size">[docs]</a>
+<div class="viewcode-block" id="AdaptivityPolynomialError.get_new_step_size">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size">[docs]</a>
     <span class="k">def</span> <span class="nf">get_new_step_size</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Determine a step size for the next step from the error estimate.</span>
@@ -990,7 +990,7 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
             <span class="n">L</span> <span class="o">=</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
 
             <span class="c1"># compute next step size</span>
-            <span class="n">order</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">sweep</span><span class="o">.</span><span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span>
+            <span class="n">order</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">order_embedded_estimate</span>
 
             <span class="n">e_est</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_local_error_estimate</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">)</span>
             <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">dt_new</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">compute_optimal_step_size</span><span class="p">(</span>
@@ -1007,8 +1007,8 @@ <h1>Source code for implementations.convergence_controller_classes.adaptivity</h
         <span class="k">return</span> <span class="kc">None</span></div>
 
 
-<div class="viewcode-block" id="AdaptivityInterpolationError.get_local_error_estimate">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_local_error_estimate">[docs]</a>
+<div class="viewcode-block" id="AdaptivityPolynomialError.get_local_error_estimate">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate">[docs]</a>
     <span class="k">def</span> <span class="nf">get_local_error_estimate</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Get the embedded error estimate of the finest level of the step.</span>
diff --git a/_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html b/_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html
similarity index 73%
rename from _modules/implementations/convergence_controller_classes/estimate_interpolation_error.html
rename to _modules/implementations/convergence_controller_classes/estimate_polynomial_error.html
index 7398057a1d..a1433599a8 100644
--- a/_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html
+++ b/_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html
@@ -4,7 +4,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>implementations.convergence_controller_classes.estimate_interpolation_error &#8212; pySDC 5.3.0 documentation</title>
+    <title>implementations.convergence_controller_classes.estimate_polynomial_error &#8212; pySDC 5.3.0 documentation</title>
     <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
     <link rel="stylesheet" type="text/css" href="../../../_static/classic.css?v=514cf933" />
     <link rel="stylesheet" type="text/css" href="../../../_static/custom.css?v=c40552b6" />
@@ -27,7 +27,7 @@ <h3>Navigation</h3>
              >modules</a> |</li>
         <li class="nav-item nav-item-0"><a href="../../../index.html">pySDC 5.3.0 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li>
-        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_interpolation_error</a></li> 
+        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_polynomial_error</a></li> 
       </ul>
     </div>  
 
@@ -36,7 +36,7 @@ <h3>Navigation</h3>
         <div class="bodywrapper">
           <div class="body" role="main">
             
-  <h1>Source code for implementations.convergence_controller_classes.estimate_interpolation_error</h1><div class="highlight"><pre>
+  <h1>Source code for implementations.convergence_controller_classes.estimate_polynomial_error</h1><div class="highlight"><pre>
 <span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
 <span class="kn">from</span> <span class="nn">pySDC.core.Lagrange</span> <span class="kn">import</span> <span class="n">LagrangeApproximation</span>
@@ -44,9 +44,9 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
 <span class="kn">from</span> <span class="nn">pySDC.core.Collocation</span> <span class="kn">import</span> <span class="n">CollBase</span>
 
 
-<div class="viewcode-block" id="EstimateInterpolationError">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError">[docs]</a>
-<span class="k">class</span> <span class="nc">EstimateInterpolationError</span><span class="p">(</span><span class="n">ConvergenceController</span><span class="p">):</span>
+<div class="viewcode-block" id="EstimatePolynomialError">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError">[docs]</a>
+<span class="k">class</span> <span class="nc">EstimatePolynomialError</span><span class="p">(</span><span class="n">ConvergenceController</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Estimate the local error by using all but one collocation node in a polynomial interpolation to that node.</span>
 <span class="sd">    While the converged collocation problem with M nodes gives a order M approximation to this point, the interpolation</span>
@@ -54,11 +54,13 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
 <span class="sd">    That is to say this gives an error estimate that is order M. Keep in mind that the collocation problem should be</span>
 <span class="sd">    converged for this and has order up to 2M. Still, the lower order method can be used for time step selection, for</span>
 <span class="sd">    instance.</span>
+<span class="sd">    If the last node is not the end point, we can interpolate to that node, which is an order M approximation and compare</span>
+<span class="sd">    to the order 2M approximation we get from the extrapolation step.</span>
 <span class="sd">    By default, we interpolate to the second to last node.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-<div class="viewcode-block" id="EstimateInterpolationError.setup">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.setup">[docs]</a>
+<div class="viewcode-block" id="EstimatePolynomialError.setup">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup">[docs]</a>
     <span class="k">def</span> <span class="nf">setup</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Args:</span>
@@ -72,9 +74,14 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
         <span class="kn">from</span> <span class="nn">pySDC.implementations.hooks.log_embedded_error_estimate</span> <span class="kn">import</span> <span class="n">LogEmbeddedErrorEstimate</span>
         <span class="kn">from</span> <span class="nn">pySDC.implementations.convergence_controller_classes.check_convergence</span> <span class="kn">import</span> <span class="n">CheckConvergence</span>
 
+        <span class="n">sweeper_params</span> <span class="o">=</span> <span class="n">description</span><span class="p">[</span><span class="s1">&#39;sweeper_params&#39;</span><span class="p">]</span>
+        <span class="n">num_nodes</span> <span class="o">=</span> <span class="n">sweeper_params</span><span class="p">[</span><span class="s1">&#39;num_nodes&#39;</span><span class="p">]</span>
+        <span class="n">quad_type</span> <span class="o">=</span> <span class="n">sweeper_params</span><span class="p">[</span><span class="s1">&#39;quad_type&#39;</span><span class="p">]</span>
+
         <span class="n">defaults</span> <span class="o">=</span> <span class="p">{</span>
             <span class="s1">&#39;control_order&#39;</span><span class="p">:</span> <span class="o">-</span><span class="mi">75</span><span class="p">,</span>
-            <span class="s1">&#39;estimate_on_node&#39;</span><span class="p">:</span> <span class="n">description</span><span class="p">[</span><span class="s1">&#39;sweeper_params&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;num_nodes&#39;</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">,</span>
+            <span class="s1">&#39;estimate_on_node&#39;</span><span class="p">:</span> <span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span> <span class="k">if</span> <span class="n">quad_type</span> <span class="o">==</span> <span class="s1">&#39;GAUSS&#39;</span> <span class="k">else</span> <span class="n">num_nodes</span> <span class="o">-</span> <span class="mi">1</span><span class="p">,</span>
+            <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">),</span>
         <span class="p">}</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">comm</span> <span class="o">=</span> <span class="n">description</span><span class="p">[</span><span class="s1">&#39;sweeper_params&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;comm&#39;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
 
@@ -87,11 +94,18 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
         <span class="n">controller</span><span class="o">.</span><span class="n">add_hook</span><span class="p">(</span><span class="n">LogEmbeddedErrorEstimate</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">check_convergence</span> <span class="o">=</span> <span class="n">CheckConvergence</span><span class="o">.</span><span class="n">check_convergence</span>
 
-        <span class="k">return</span> <span class="p">{</span><span class="o">**</span><span class="n">defaults</span><span class="p">,</span> <span class="o">**</span><span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup</span><span class="p">(</span><span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)}</span></div>
+        <span class="k">if</span> <span class="n">quad_type</span> <span class="o">!=</span> <span class="s1">&#39;GAUSS&#39;</span> <span class="ow">and</span> <span class="n">defaults</span><span class="p">[</span><span class="s1">&#39;estimate_on_node&#39;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="n">num_nodes</span><span class="p">:</span>
+            <span class="kn">from</span> <span class="nn">pySDC.core.Errors</span> <span class="kn">import</span> <span class="n">ParameterError</span>
+
+            <span class="k">raise</span> <span class="n">ParameterError</span><span class="p">(</span>
+                <span class="s1">&#39;You cannot interpolate with lower accuracy to the end point if the end point is a node!&#39;</span>
+            <span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">defaults</span></div>
 
 
-<div class="viewcode-block" id="EstimateInterpolationError.reset_status_variables">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.reset_status_variables">[docs]</a>
+<div class="viewcode-block" id="EstimatePolynomialError.reset_status_variables">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables">[docs]</a>
     <span class="k">def</span> <span class="nf">reset_status_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Add variable for embedded error</span>
@@ -112,11 +126,12 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
 
         <span class="n">where</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;levels&quot;</span><span class="p">,</span> <span class="s2">&quot;status&quot;</span><span class="p">]</span>
         <span class="k">for</span> <span class="n">S</span> <span class="ow">in</span> <span class="n">steps</span><span class="p">:</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">add_variable</span><span class="p">(</span><span class="n">S</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;error_embedded_estimate&#39;</span><span class="p">,</span> <span class="n">where</span><span class="o">=</span><span class="n">where</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span></div>
+            <span class="bp">self</span><span class="o">.</span><span class="n">add_variable</span><span class="p">(</span><span class="n">S</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;error_embedded_estimate&#39;</span><span class="p">,</span> <span class="n">where</span><span class="o">=</span><span class="n">where</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">add_variable</span><span class="p">(</span><span class="n">S</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;order_embedded_estimate&#39;</span><span class="p">,</span> <span class="n">where</span><span class="o">=</span><span class="n">where</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="EstimateInterpolationError.matmul">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.matmul">[docs]</a>
+<div class="viewcode-block" id="EstimatePolynomialError.matmul">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul">[docs]</a>
     <span class="k">def</span> <span class="nf">matmul</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">A</span><span class="p">,</span> <span class="n">b</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Matrix vector multiplication, possibly MPI parallel.</span>
@@ -148,8 +163,8 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
             <span class="k">return</span> <span class="n">A</span> <span class="o">@</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</span><span class="p">(</span><span class="n">b</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="EstimateInterpolationError.post_iteration_processing">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.post_iteration_processing">[docs]</a>
+<div class="viewcode-block" id="EstimatePolynomialError.post_iteration_processing">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing">[docs]</a>
     <span class="k">def</span> <span class="nf">post_iteration_processing</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Estimate the error</span>
@@ -165,13 +180,13 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">check_convergence</span><span class="p">(</span><span class="n">S</span><span class="p">):</span>
             <span class="n">L</span> <span class="o">=</span> <span class="n">S</span><span class="o">.</span><span class="n">levels</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
             <span class="n">coll</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">sweep</span><span class="o">.</span><span class="n">coll</span>
-            <span class="n">nodes</span> <span class="o">=</span> <span class="n">coll</span><span class="o">.</span><span class="n">nodes</span>
+            <span class="n">nodes</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">coll</span><span class="o">.</span><span class="n">nodes</span><span class="p">),</span> <span class="mf">1.0</span><span class="p">)</span>
             <span class="n">estimate_on_node</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">estimate_on_node</span>
 
             <span class="n">interpolator</span> <span class="o">=</span> <span class="n">LagrangeApproximation</span><span class="p">(</span>
-                <span class="n">points</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="p">[</span><span class="n">nodes</span><span class="p">[</span><span class="n">i</span> <span class="o">-</span> <span class="mi">1</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="k">if</span> <span class="n">i</span> <span class="o">!=</span> <span class="n">estimate_on_node</span><span class="p">]</span>
+                <span class="n">points</span><span class="o">=</span><span class="p">[</span><span class="n">nodes</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="k">if</span> <span class="n">i</span> <span class="o">!=</span> <span class="n">estimate_on_node</span><span class="p">]</span>
             <span class="p">)</span>
-            <span class="n">interpolation_matrix</span> <span class="o">=</span> <span class="n">interpolator</span><span class="o">.</span><span class="n">getInterpolationMatrix</span><span class="p">([</span><span class="n">nodes</span><span class="p">[</span><span class="n">estimate_on_node</span> <span class="o">-</span> <span class="mi">1</span><span class="p">]])</span>
+            <span class="n">interpolation_matrix</span> <span class="o">=</span> <span class="n">interpolator</span><span class="o">.</span><span class="n">getInterpolationMatrix</span><span class="p">([</span><span class="n">nodes</span><span class="p">[</span><span class="n">estimate_on_node</span><span class="p">]])</span>
             <span class="n">u</span> <span class="o">=</span> <span class="p">[</span>
                 <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="k">if</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
                 <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
@@ -179,16 +194,28 @@ <h1>Source code for implementations.convergence_controller_classes.estimate_inte
             <span class="p">]</span>
             <span class="n">u_inter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">matmul</span><span class="p">(</span><span class="n">interpolation_matrix</span><span class="p">,</span> <span class="n">u</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">L</span><span class="o">.</span><span class="n">prob</span><span class="o">.</span><span class="n">init</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
 
+            <span class="c1"># compute end point if needed</span>
+            <span class="k">if</span> <span class="n">estimate_on_node</span> <span class="o">==</span> <span class="nb">len</span><span class="p">(</span><span class="n">nodes</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">L</span><span class="o">.</span><span class="n">uend</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                    <span class="n">L</span><span class="o">.</span><span class="n">sweep</span><span class="o">.</span><span class="n">compute_end_point</span><span class="p">()</span>
+                <span class="n">high_order_sol</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">uend</span>
+                <span class="n">rank</span> <span class="o">=</span> <span class="mi">0</span>
+                <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">order_embedded_estimate</span> <span class="o">=</span> <span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">+</span> <span class="mi">1</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">high_order_sol</span> <span class="o">=</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">estimate_on_node</span><span class="p">]</span>
+                <span class="n">rank</span> <span class="o">=</span> <span class="n">estimate_on_node</span> <span class="o">-</span> <span class="mi">1</span>
+                <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">order_embedded_estimate</span> <span class="o">=</span> <span class="n">coll</span><span class="o">.</span><span class="n">num_nodes</span> <span class="o">*</span> <span class="mi">1</span>
+
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="p">:</span>
-                <span class="n">buf</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">u_inter</span> <span class="o">-</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">estimate_on_node</span><span class="p">])</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="o">.</span><span class="n">rank</span> <span class="o">==</span> <span class="n">estimate_on_node</span> <span class="o">-</span> <span class="mi">1</span> <span class="k">else</span> <span class="mf">0.0</span><span class="p">)</span>
-                <span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="o">.</span><span class="n">Bcast</span><span class="p">(</span><span class="n">buf</span><span class="p">,</span> <span class="n">root</span><span class="o">=</span><span class="n">estimate_on_node</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
+                <span class="n">buf</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">u_inter</span> <span class="o">-</span> <span class="n">high_order_sol</span><span class="p">)</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="o">.</span><span class="n">rank</span> <span class="o">==</span> <span class="n">rank</span> <span class="k">else</span> <span class="mf">0.0</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">comm</span><span class="o">.</span><span class="n">Bcast</span><span class="p">(</span><span class="n">buf</span><span class="p">,</span> <span class="n">root</span><span class="o">=</span><span class="n">rank</span><span class="p">)</span>
                 <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span> <span class="o">=</span> <span class="n">buf</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">u_inter</span> <span class="o">-</span> <span class="n">L</span><span class="o">.</span><span class="n">u</span><span class="p">[</span><span class="n">estimate_on_node</span><span class="p">])</span></div>
+                <span class="n">L</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">error_embedded_estimate</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">u_inter</span> <span class="o">-</span> <span class="n">high_order_sol</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="EstimateInterpolationError.check_parameters">
-<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.check_parameters">[docs]</a>
+<div class="viewcode-block" id="EstimatePolynomialError.check_parameters">
+<a class="viewcode-back" href="../../../pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters">[docs]</a>
     <span class="k">def</span> <span class="nf">check_parameters</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">controller</span><span class="p">,</span> <span class="n">params</span><span class="p">,</span> <span class="n">description</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Check if we allow the scheme to solve the collocation problems to convergence.</span>
@@ -241,7 +268,7 @@ <h3>Navigation</h3>
              >modules</a> |</li>
         <li class="nav-item nav-item-0"><a href="../../../index.html">pySDC 5.3.0 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li>
-        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_interpolation_error</a></li> 
+        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_polynomial_error</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
diff --git a/_modules/index.html b/_modules/index.html
index 5a94b8ce30..f8c15ba604 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -66,7 +66,7 @@ <h1>All modules for which code is available</h1>
 <li><a href="implementations/convergence_controller_classes/estimate_contraction_factor.html">implementations.convergence_controller_classes.estimate_contraction_factor</a></li>
 <li><a href="implementations/convergence_controller_classes/estimate_embedded_error.html">implementations.convergence_controller_classes.estimate_embedded_error</a></li>
 <li><a href="implementations/convergence_controller_classes/estimate_extrapolation_error.html">implementations.convergence_controller_classes.estimate_extrapolation_error</a></li>
-<li><a href="implementations/convergence_controller_classes/estimate_interpolation_error.html">implementations.convergence_controller_classes.estimate_interpolation_error</a></li>
+<li><a href="implementations/convergence_controller_classes/estimate_polynomial_error.html">implementations.convergence_controller_classes.estimate_polynomial_error</a></li>
 <li><a href="implementations/convergence_controller_classes/hotrod.html">implementations.convergence_controller_classes.hotrod</a></li>
 <li><a href="implementations/convergence_controller_classes/inexactness.html">implementations.convergence_controller_classes.inexactness</a></li>
 <li><a href="implementations/convergence_controller_classes/interpolate_between_restarts.html">implementations.convergence_controller_classes.interpolate_between_restarts</a></li>
diff --git a/_sources/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.rst.txt b/_sources/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.rst.txt
similarity index 57%
rename from _sources/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.rst.txt
rename to _sources/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.rst.txt
index f8b4ce778d..3dbfd0fd01 100644
--- a/_sources/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.rst.txt
+++ b/_sources/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.rst.txt
@@ -1,7 +1,7 @@
-implementations.convergence\_controller\_classes.estimate\_interpolation\_error module
-======================================================================================
+implementations.convergence\_controller\_classes.estimate\_polynomial\_error module
+===================================================================================
 
-.. automodule:: implementations.convergence_controller_classes.estimate_interpolation_error
+.. automodule:: implementations.convergence_controller_classes.estimate_polynomial_error
    :members:
    :undoc-members:
    :show-inheritance:
diff --git a/_sources/pySDC/implementations.convergence_controller_classes.rst.txt b/_sources/pySDC/implementations.convergence_controller_classes.rst.txt
index adf0e18a0b..8fd66738ee 100644
--- a/_sources/pySDC/implementations.convergence_controller_classes.rst.txt
+++ b/_sources/pySDC/implementations.convergence_controller_classes.rst.txt
@@ -15,7 +15,7 @@ Submodules
    implementations.convergence_controller_classes.estimate_contraction_factor
    implementations.convergence_controller_classes.estimate_embedded_error
    implementations.convergence_controller_classes.estimate_extrapolation_error
-   implementations.convergence_controller_classes.estimate_interpolation_error
+   implementations.convergence_controller_classes.estimate_polynomial_error
    implementations.convergence_controller_classes.hotrod
    implementations.convergence_controller_classes.inexactness
    implementations.convergence_controller_classes.interpolate_between_restarts
diff --git a/coverage/coverage-badge.svg b/coverage/coverage-badge.svg
index ccadf4e9d0..704abd5d41 100644
--- a/coverage/coverage-badge.svg
+++ b/coverage/coverage-badge.svg
@@ -1 +1 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="114" height="20" role="img" aria-label="coverage: 73.06%"><title>coverage: 73.06%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="114" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="53" height="20" fill="#fe7d37"/><rect width="114" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="865" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="430">73.06%</text><text x="865" y="140" transform="scale(.1)" fill="#fff" textLength="430">73.06%</text></g></svg>
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+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="114" height="20" role="img" aria-label="coverage: 73.07%"><title>coverage: 73.07%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="114" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="53" height="20" fill="#fe7d37"/><rect width="114" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="865" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="430">73.07%</text><text x="865" y="140" transform="scale(.1)" fill="#fff" textLength="430">73.07%</text></g></svg>
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diff --git a/coverage/d_020efe120a771d8a_fput_py.html b/coverage/d_020efe120a771d8a_fput_py.html
index c96400b4db..8b472d6bb7 100644
--- a/coverage/d_020efe120a771d8a_fput_py.html
+++ b/coverage/d_020efe120a771d8a_fput_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_and_energy_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -328,7 +328,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_and_energy_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html b/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
index daa86f2e47..e44c1b78fe 100644
--- a/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
+++ b/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -196,7 +196,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_hamiltonian_output_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_hamiltonian_output_py.html b/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
index 837662567c..02fcbd74db 100644
--- a/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
+++ b/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_harmonic_oscillator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -170,7 +170,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_harmonic_oscillator_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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     </div>
 </footer>
diff --git a/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html b/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
index a8aa390d5d..aaa9ce494e 100644
--- a/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
+++ b/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_simple_problems_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -254,7 +254,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_020efe120a771d8a_simple_problems_py.html b/coverage/d_020efe120a771d8a_simple_problems_py.html
index b4b7fc58a0..e06899bf37 100644
--- a/coverage/d_020efe120a771d8a_simple_problems_py.html
+++ b/coverage/d_020efe120a771d8a_simple_problems_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_020efe120a771d8a_solar_system_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.3.1">coverage.py v7.3.1</a>,
-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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             &nbsp; &nbsp; &nbsp;
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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index b28ccc32a4..fec5dde827 100644
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@@ -65,7 +65,7 @@ <h2>
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_b9c274c7ffe3e178_verlet_py.html b/coverage/d_b9c274c7ffe3e178_verlet_py.html
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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@@ -291,7 +291,7 @@ <h2>
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_c032a2f084ee6f96_buildWave1DMatrix_py.html b/coverage/d_c032a2f084ee6f96_buildWave1DMatrix_py.html
index 98458e15d2..587d9f507b 100644
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+            created at 2023-09-22 06:42 +0000
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-22 06:42 +0000
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@@ -503,7 +503,7 @@ <h2>
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+            created at 2023-09-22 06:42 +0000
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@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_c28af68f8f845bbd_adaptivity_py.html b/coverage/d_c28af68f8f845bbd_adaptivity_py.html
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+++ b/coverage/d_c28af68f8f845bbd_adaptivity_py.html
@@ -65,7 +65,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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@@ -830,7 +830,7 @@ <h2>
     <p class="run"><span class="n"><a id="t748" href="#t748">748</a></span><span class="t">        <span class="key">return</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_extrapolation_estimate</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t749" href="#t749">749</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t750" href="#t750">750</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityInterpolationError</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t751" href="#t751">751</a></span><span class="t"><span class="key">class</span> <span class="nam">AdaptivityPolynomialError</span><span class="op">(</span><span class="nam">AdaptivityForConvergedCollocationProblems</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
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     <p class="pln"><span class="n"><a id="t753" href="#t753">753</a></span><span class="t"><span class="str">    Class to compute time step size adaptively based on error estimate obtained from interpolation within the quadrature</span>&nbsp;</span><span class="r"></span></p>
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     <p class="pln"><span class="n"><a id="t781" href="#t781">781</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
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+    <p class="run"><span class="n"><a id="t784" href="#t784">784</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">estimate_polynomial_error</span> <span class="key">import</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t785" href="#t785">785</a></span><span class="t">            <span class="nam">EstimatePolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
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     <p class="run"><span class="n"><a id="t788" href="#t788">788</a></span><span class="t">        <span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">dependencies</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">description</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t789" href="#t789">789</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t790" href="#t790">790</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_convergence_controller</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">            <span class="nam">EstimateInterpolationError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t791" href="#t791">791</a></span><span class="t">            <span class="nam">EstimatePolynomialError</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t792" href="#t792">792</a></span><span class="t">            <span class="nam">description</span><span class="op">=</span><span class="nam">description</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t793" href="#t793">793</a></span><span class="t">            <span class="nam">params</span><span class="op">=</span><span class="op">{</span><span class="op">}</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
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@@ -891,7 +891,7 @@ <h2>
     <p class="run"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t810" href="#t810">810</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t811" href="#t811">811</a></span><span class="t">            <span class="com"># compute next step size</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">            <span class="nam">order</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span>&nbsp;</span><span class="r"></span></p>
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     <p class="run"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t">            <span class="nam">e_est</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_local_error_estimate</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t815" href="#t815">815</a></span><span class="t">            <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">dt_new</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">compute_optimal_step_size</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
@@ -928,7 +928,7 @@ <h2>
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_c28af68f8f845bbd_basic_restarting_py.html b/coverage/d_c28af68f8f845bbd_basic_restarting_py.html
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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@@ -431,7 +431,7 @@ <h2>
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-            created at 2023-09-22 06:33 +0000
+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_c28af68f8f845bbd_check_convergence_py.html b/coverage/d_c28af68f8f845bbd_check_convergence_py.html
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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diff --git a/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html b/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html
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+++ b/coverage/d_c28af68f8f845bbd_check_iteration_estimator_py.html
@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-22 06:42 +0000
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index 23db16497a..39ff17e94f 100644
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+++ b/coverage/d_c28af68f8f845bbd_estimate_contraction_factor_py.html
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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index 6cdb29259e..da05b4abb8 100644
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+            created at 2023-09-22 06:42 +0000
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index e963080bb3..fbbec7ed03 100644
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+++ b/coverage/d_c28af68f8f845bbd_estimate_extrapolation_error_py.html
@@ -62,10 +62,10 @@ <h2>
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+            <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_polynomial_error_py.html">&#xbb; next</a>
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+            created at 2023-09-22 06:42 +0000
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+            <a id="nextFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_polynomial_error_py.html">&#xbb; next</a>
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diff --git a/coverage/d_c28af68f8f845bbd_estimate_interpolation_error_py.html b/coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html
similarity index 61%
rename from coverage/d_c28af68f8f845bbd_estimate_interpolation_error_py.html
rename to coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html
index ba35c943cb..ff01d61964 100644
--- a/coverage/d_c28af68f8f845bbd_estimate_interpolation_error_py.html
+++ b/coverage/d_c28af68f8f845bbd_estimate_polynomial_error_py.html
@@ -2,7 +2,7 @@
 <html>
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/convergence_controller_classes/estimate_interpolation_error.py: 95%</title>
+    <title>Coverage for pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py: 94%</title>
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     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -11,8 +11,8 @@
 <header>
     <div class="content">
         <h1>
-            <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/estimate_interpolation_error.py</b>:
-            <span class="pc_cov">95%</span>
+            <span class="text">Coverage for </span><b>pySDC/implementations/convergence_controller_classes/estimate_polynomial_error.py</b>:
+            <span class="pc_cov">94%</span>
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         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -54,10 +54,10 @@ <h1>
             </div>
         </aside>
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-            <span class="text">56 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">53<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">3<span class="text"> missing</span></button>
-            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">2<span class="text"> excluded</span></button>
+            <span class="text">71 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">67<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">4<span class="text"> missing</span></button>
+            <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">3<span class="text"> excluded</span></button>
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@@ -87,7 +87,7 @@ <h2>
     <p class="run"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t"><span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Collocation</span> <span class="key">import</span> <span class="nam">CollBase</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">class</span> <span class="nam">EstimateInterpolationError</span><span class="op">(</span><span class="nam">ConvergenceController</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"><span class="key">class</span> <span class="nam">EstimatePolynomialError</span><span class="op">(</span><span class="nam">ConvergenceController</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"><span class="str">    Estimate the local error by using all but one collocation node in a polynomial interpolation to that node.</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"><span class="str">    While the converged collocation problem with M nodes gives a order M approximation to this point, the interpolation</span>&nbsp;</span><span class="r"></span></p>
@@ -95,144 +95,171 @@ <h2>
     <p class="pln"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t"><span class="str">    That is to say this gives an error estimate that is order M. Keep in mind that the collocation problem should be</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t"><span class="str">    converged for this and has order up to 2M. Still, the lower order method can be used for time step selection, for</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"><span class="str">    instance.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t"><span class="str">    By default, we interpolate to the second to last node.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_embedded_error_estimate</span> <span class="key">import</span> <span class="nam">LogEmbeddedErrorEstimate</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">            <span class="str">'control_order'</span><span class="op">:</span> <span class="op">-</span><span class="num">75</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">            <span class="str">'estimate_on_node'</span><span class="op">:</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_nodes'</span><span class="op">,</span> <span class="num">2</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t"><span class="str">    If the last node is not the end point, we can interpolate to that node, which is an order M approximation and compare</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t"><span class="str">    to the order 2M approximation we get from the extrapolation step.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t"><span class="str">    By default, we interpolate to the second to last node.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t">    <span class="key">def</span> <span class="nam">setup</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"><span class="str">            (dict): The updated params dictionary</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">hooks</span><span class="op">.</span><span class="nam">log_embedded_error_estimate</span> <span class="key">import</span> <span class="nam">LogEmbeddedErrorEstimate</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t">        <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">implementations</span><span class="op">.</span><span class="nam">convergence_controller_classes</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="key">import</span> <span class="nam">CheckConvergence</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t">        <span class="nam">sweeper_params</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t">        <span class="nam">num_nodes</span> <span class="op">=</span> <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'num_nodes'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t">        <span class="nam">quad_type</span> <span class="op">=</span> <span class="nam">sweeper_params</span><span class="op">[</span><span class="str">'quad_type'</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">            <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">prepare_MPI_datatypes</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">MPI_SUM</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">SUM</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_hook</span><span class="op">(</span><span class="nam">LogEmbeddedErrorEstimate</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">check_convergence</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t">        <span class="key">return</span> <span class="op">{</span><span class="op">**</span><span class="nam">defaults</span><span class="op">,</span> <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">}</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">    <span class="key">def</span> <span class="nam">reset_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"><span class="str">        Add variable for embedded error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">        <span class="key">if</span> <span class="str">'comm'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">            <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">            <span class="key">if</span> <span class="str">'active_slots'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">[</span><span class="str">'active_slots'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t">        <span class="nam">defaults</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t">            <span class="str">'control_order'</span><span class="op">:</span> <span class="op">-</span><span class="num">75</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t">            <span class="str">'estimate_on_node'</span><span class="op">:</span> <span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span> <span class="key">if</span> <span class="nam">quad_type</span> <span class="op">==</span> <span class="str">'GAUSS'</span> <span class="key">else</span> <span class="nam">num_nodes</span> <span class="op">-</span> <span class="num">1</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t">            <span class="op">**</span><span class="nam">super</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">setup</span><span class="op">(</span><span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t">        <span class="op">}</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span> <span class="op">=</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'comm'</span><span class="op">,</span> <span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t">            <span class="key">from</span> <span class="nam">mpi4py</span> <span class="key">import</span> <span class="nam">MPI</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">prepare_MPI_datatypes</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">MPI_SUM</span> <span class="op">=</span> <span class="nam">MPI</span><span class="op">.</span><span class="nam">SUM</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">        <span class="nam">controller</span><span class="op">.</span><span class="nam">add_hook</span><span class="op">(</span><span class="nam">LogEmbeddedErrorEstimate</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">        <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span> <span class="op">=</span> <span class="nam">CheckConvergence</span><span class="op">.</span><span class="nam">check_convergence</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="key">if</span> <span class="nam">quad_type</span> <span class="op">!=</span> <span class="str">'GAUSS'</span> <span class="key">and</span> <span class="nam">defaults</span><span class="op">[</span><span class="str">'estimate_on_node'</span><span class="op">]</span> <span class="op">></span> <span class="nam">num_nodes</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">            <span class="key">from</span> <span class="nam">pySDC</span><span class="op">.</span><span class="nam">core</span><span class="op">.</span><span class="nam">Errors</span> <span class="key">import</span> <span class="nam">ParameterError</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t">            <span class="key">raise</span> <span class="nam">ParameterError</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t">                <span class="str">'You cannot interpolate with lower accuracy to the end point if the end point is a node!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t">        <span class="key">return</span> <span class="nam">defaults</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t">    <span class="key">def</span> <span class="nam">reset_status_variables</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"><span class="str">        Add variable for embedded error</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t">        <span class="nam">where</span> <span class="op">=</span> <span class="op">[</span><span class="str">"levels"</span><span class="op">,</span> <span class="str">"status"</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t">        <span class="key">for</span> <span class="nam">S</span> <span class="key">in</span> <span class="nam">steps</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t">    <span class="key">def</span> <span class="nam">matmul</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">A</span><span class="op">,</span> <span class="nam">b</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t"><span class="str">        Matrix vector multiplication, possibly MPI parallel.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t"><span class="str">        The parallel implementation performs a reduce operation in every row of the matrix. While communicating the</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t"><span class="str">        entire vector once could reduce the number of communications, this way we never need to store the entire vector</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t"><span class="str">        on any specific rank.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t"><span class="str">            A (2d np.ndarray): Matrix</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"><span class="str">            b (list): Vector</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"><span class="str">            List: Axb</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">            <span class="nam">res</span> <span class="op">=</span> <span class="op">[</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">b</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="key">None</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">            <span class="nam">buf</span> <span class="op">=</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t">            <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t">                <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">+</span> <span class="op">(</span><span class="num">1</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span> <span class="key">else</span> <span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t">                <span class="nam">send_buf</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t">                    <span class="op">(</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="nam">index</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="nam">index</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">                    <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">!=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t">                    <span class="key">else</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros_like</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Allreduce</span><span class="op">(</span><span class="nam">send_buf</span><span class="op">,</span> <span class="nam">buf</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">MPI_SUM</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">                <span class="nam">res</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">+=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t">            <span class="key">return</span> <span class="nam">res</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t">            <span class="key">return</span> <span class="nam">A</span> <span class="op">@</span> <span class="nam">np</span><span class="op">.</span><span class="nam">asarray</span><span class="op">(</span><span class="nam">b</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_iteration_processing</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t"><span class="str">        Estimate the error</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t"><span class="str">            S (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">            <span class="nam">coll</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">            <span class="nam">nodes</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">nodes</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">            <span class="nam">estimate_on_node</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">            <span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">LagrangeApproximation</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t">                <span class="nam">points</span><span class="op">=</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">+</span> <span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">i</span> <span class="op">-</span> <span class="num">1</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">1</span><span class="op">,</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span> <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t">            <span class="nam">interpolation_matrix</span> <span class="op">=</span> <span class="nam">interpolator</span><span class="op">.</span><span class="nam">getInterpolationMatrix</span><span class="op">(</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span><span class="op">]</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">            <span class="nam">u</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t">                <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t">                <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">            <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">            <span class="nam">u_inter</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">matmul</span><span class="op">(</span><span class="nam">interpolation_matrix</span><span class="op">,</span> <span class="nam">u</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">reshape</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">                <span class="nam">buf</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span><span class="op">)</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span> <span class="key">else</span> <span class="num">0.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Bcast</span><span class="op">(</span><span class="nam">buf</span><span class="op">,</span> <span class="nam">root</span><span class="op">=</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="exc show_exc"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t"><span class="str">        Check if we allow the scheme to solve the collocation problems to convergence.</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_nodes'</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">2</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">            <span class="key">return</span> <span class="key">False</span><span class="op">,</span> <span class="str">'Need at least two collocation nodes to interpolate to one!'</span>&nbsp;</span><span class="r"></span></p>
-    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t">        <span class="key">if</span> <span class="str">'comm'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t">            <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">S</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t">            <span class="key">if</span> <span class="str">'active_slots'</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">.</span><span class="nam">keys</span><span class="op">(</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="op">[</span><span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">kwargs</span><span class="op">[</span><span class="str">'active_slots'</span><span class="op">]</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t">                <span class="nam">steps</span> <span class="op">=</span> <span class="nam">controller</span><span class="op">.</span><span class="nam">MS</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t">        <span class="nam">where</span> <span class="op">=</span> <span class="op">[</span><span class="str">"levels"</span><span class="op">,</span> <span class="str">"status"</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t">        <span class="key">for</span> <span class="nam">S</span> <span class="key">in</span> <span class="nam">steps</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'error_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">add_variable</span><span class="op">(</span><span class="nam">S</span><span class="op">,</span> <span class="nam">name</span><span class="op">=</span><span class="str">'order_embedded_estimate'</span><span class="op">,</span> <span class="nam">where</span><span class="op">=</span><span class="nam">where</span><span class="op">,</span> <span class="nam">init</span><span class="op">=</span><span class="key">None</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t">    <span class="key">def</span> <span class="nam">matmul</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">A</span><span class="op">,</span> <span class="nam">b</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t88" href="#t88">88</a></span><span class="t"><span class="str">        Matrix vector multiplication, possibly MPI parallel.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t89" href="#t89">89</a></span><span class="t"><span class="str">        The parallel implementation performs a reduce operation in every row of the matrix. While communicating the</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t90" href="#t90">90</a></span><span class="t"><span class="str">        entire vector once could reduce the number of communications, this way we never need to store the entire vector</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t91" href="#t91">91</a></span><span class="t"><span class="str">        on any specific rank.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t92" href="#t92">92</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t93" href="#t93">93</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t94" href="#t94">94</a></span><span class="t"><span class="str">            A (2d np.ndarray): Matrix</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t95" href="#t95">95</a></span><span class="t"><span class="str">            b (list): Vector</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t96" href="#t96">96</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t97" href="#t97">97</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t98" href="#t98">98</a></span><span class="t"><span class="str">            List: Axb</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t99" href="#t99">99</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t100" href="#t100">100</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t101" href="#t101">101</a></span><span class="t">            <span class="nam">res</span> <span class="op">=</span> <span class="op">[</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="key">if</span> <span class="nam">b</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="key">None</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t102" href="#t102">102</a></span><span class="t">            <span class="nam">buf</span> <span class="op">=</span> <span class="nam">b</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">*</span> <span class="num">0.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t103" href="#t103">103</a></span><span class="t">            <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">A</span><span class="op">.</span><span class="nam">shape</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t104" href="#t104">104</a></span><span class="t">                <span class="nam">index</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">+</span> <span class="op">(</span><span class="num">1</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">&lt;</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span> <span class="key">else</span> <span class="num">0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t105" href="#t105">105</a></span><span class="t">                <span class="nam">send_buf</span> <span class="op">=</span> <span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t106" href="#t106">106</a></span><span class="t">                    <span class="op">(</span><span class="nam">A</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="nam">index</span><span class="op">]</span> <span class="op">*</span> <span class="nam">b</span><span class="op">[</span><span class="nam">index</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t107" href="#t107">107</a></span><span class="t">                    <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">!=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t108" href="#t108">108</a></span><span class="t">                    <span class="key">else</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros_like</span><span class="op">(</span><span class="nam">res</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t109" href="#t109">109</a></span><span class="t">                <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t110" href="#t110">110</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Allreduce</span><span class="op">(</span><span class="nam">send_buf</span><span class="op">,</span> <span class="nam">buf</span><span class="op">,</span> <span class="nam">op</span><span class="op">=</span><span class="nam">self</span><span class="op">.</span><span class="nam">MPI_SUM</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t111" href="#t111">111</a></span><span class="t">                <span class="nam">res</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="op">+=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t112" href="#t112">112</a></span><span class="t">            <span class="key">return</span> <span class="nam">res</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t113" href="#t113">113</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t114" href="#t114">114</a></span><span class="t">            <span class="key">return</span> <span class="nam">A</span> <span class="op">@</span> <span class="nam">np</span><span class="op">.</span><span class="nam">asarray</span><span class="op">(</span><span class="nam">b</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t115" href="#t115">115</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t116" href="#t116">116</a></span><span class="t">    <span class="key">def</span> <span class="nam">post_iteration_processing</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">S</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t117" href="#t117">117</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t118" href="#t118">118</a></span><span class="t"><span class="str">        Estimate the error</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t119" href="#t119">119</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t120" href="#t120">120</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t121" href="#t121">121</a></span><span class="t"><span class="str">            controller (pySDC.Controller.controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t122" href="#t122">122</a></span><span class="t"><span class="str">            S (pySDC.Step.step): The current step</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t123" href="#t123">123</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t124" href="#t124">124</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t125" href="#t125">125</a></span><span class="t"><span class="str">            None</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t126" href="#t126">126</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t127" href="#t127">127</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t128" href="#t128">128</a></span><span class="t">        <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">check_convergence</span><span class="op">(</span><span class="nam">S</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t129" href="#t129">129</a></span><span class="t">            <span class="nam">L</span> <span class="op">=</span> <span class="nam">S</span><span class="op">.</span><span class="nam">levels</span><span class="op">[</span><span class="num">0</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t130" href="#t130">130</a></span><span class="t">            <span class="nam">coll</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">coll</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t131" href="#t131">131</a></span><span class="t">            <span class="nam">nodes</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">append</span><span class="op">(</span><span class="nam">np</span><span class="op">.</span><span class="nam">append</span><span class="op">(</span><span class="num">0</span><span class="op">,</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">nodes</span><span class="op">)</span><span class="op">,</span> <span class="num">1.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t132" href="#t132">132</a></span><span class="t">            <span class="nam">estimate_on_node</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">params</span><span class="op">.</span><span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t133" href="#t133">133</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t134" href="#t134">134</a></span><span class="t">            <span class="nam">interpolator</span> <span class="op">=</span> <span class="nam">LagrangeApproximation</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t135" href="#t135">135</a></span><span class="t">                <span class="nam">points</span><span class="op">=</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span> <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t136" href="#t136">136</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t137" href="#t137">137</a></span><span class="t">            <span class="nam">interpolation_matrix</span> <span class="op">=</span> <span class="nam">interpolator</span><span class="op">.</span><span class="nam">getInterpolationMatrix</span><span class="op">(</span><span class="op">[</span><span class="nam">nodes</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t138" href="#t138">138</a></span><span class="t">            <span class="nam">u</span> <span class="op">=</span> <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t139" href="#t139">139</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span><span class="op">.</span><span class="nam">flatten</span><span class="op">(</span><span class="op">)</span> <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span> <span class="key">is</span> <span class="key">not</span> <span class="key">None</span> <span class="key">else</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">i</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t140" href="#t140">140</a></span><span class="t">                <span class="key">for</span> <span class="nam">i</span> <span class="key">in</span> <span class="nam">range</span><span class="op">(</span><span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t141" href="#t141">141</a></span><span class="t">                <span class="key">if</span> <span class="nam">i</span> <span class="op">!=</span> <span class="nam">estimate_on_node</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t142" href="#t142">142</a></span><span class="t">            <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t143" href="#t143">143</a></span><span class="t">            <span class="nam">u_inter</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">matmul</span><span class="op">(</span><span class="nam">interpolation_matrix</span><span class="op">,</span> <span class="nam">u</span><span class="op">)</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">.</span><span class="nam">reshape</span><span class="op">(</span><span class="nam">L</span><span class="op">.</span><span class="nam">prob</span><span class="op">.</span><span class="nam">init</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t144" href="#t144">144</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t145" href="#t145">145</a></span><span class="t">            <span class="com"># compute end point if needed</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t146" href="#t146">146</a></span><span class="t">            <span class="key">if</span> <span class="nam">estimate_on_node</span> <span class="op">==</span> <span class="nam">len</span><span class="op">(</span><span class="nam">nodes</span><span class="op">)</span> <span class="op">-</span> <span class="num">1</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t147" href="#t147">147</a></span><span class="t">                <span class="key">if</span> <span class="nam">L</span><span class="op">.</span><span class="nam">uend</span> <span class="key">is</span> <span class="key">None</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t148" href="#t148">148</a></span><span class="t">                    <span class="nam">L</span><span class="op">.</span><span class="nam">sweep</span><span class="op">.</span><span class="nam">compute_end_point</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t149" href="#t149">149</a></span><span class="t">                <span class="nam">high_order_sol</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">uend</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t150" href="#t150">150</a></span><span class="t">                <span class="nam">rank</span> <span class="op">=</span> <span class="num">0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t151" href="#t151">151</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">+</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t152" href="#t152">152</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t153" href="#t153">153</a></span><span class="t">                <span class="nam">high_order_sol</span> <span class="op">=</span> <span class="nam">L</span><span class="op">.</span><span class="nam">u</span><span class="op">[</span><span class="nam">estimate_on_node</span><span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t154" href="#t154">154</a></span><span class="t">                <span class="nam">rank</span> <span class="op">=</span> <span class="nam">estimate_on_node</span> <span class="op">-</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t155" href="#t155">155</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">order_embedded_estimate</span> <span class="op">=</span> <span class="nam">coll</span><span class="op">.</span><span class="nam">num_nodes</span> <span class="op">*</span> <span class="num">1</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t156" href="#t156">156</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t157" href="#t157">157</a></span><span class="t">            <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t158" href="#t158">158</a></span><span class="t">                <span class="nam">buf</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span><span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">high_order_sol</span><span class="op">)</span> <span class="key">if</span> <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">rank</span> <span class="op">==</span> <span class="nam">rank</span> <span class="key">else</span> <span class="num">0.0</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t159" href="#t159">159</a></span><span class="t">                <span class="nam">self</span><span class="op">.</span><span class="nam">comm</span><span class="op">.</span><span class="nam">Bcast</span><span class="op">(</span><span class="nam">buf</span><span class="op">,</span> <span class="nam">root</span><span class="op">=</span><span class="nam">rank</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t160" href="#t160">160</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">buf</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t161" href="#t161">161</a></span><span class="t">            <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t162" href="#t162">162</a></span><span class="t">                <span class="nam">L</span><span class="op">.</span><span class="nam">status</span><span class="op">.</span><span class="nam">error_embedded_estimate</span> <span class="op">=</span> <span class="nam">abs</span><span class="op">(</span><span class="nam">u_inter</span> <span class="op">-</span> <span class="nam">high_order_sol</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t163" href="#t163">163</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t164" href="#t164">164</a></span><span class="t">    <span class="key">def</span> <span class="nam">check_parameters</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">controller</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="nam">description</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="exc show_exc"><span class="n"><a id="t165" href="#t165">165</a></span><span class="t">        <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t166" href="#t166">166</a></span><span class="t"><span class="str">        Check if we allow the scheme to solve the collocation problems to convergence.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t167" href="#t167">167</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t168" href="#t168">168</a></span><span class="t"><span class="str">        Args:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t169" href="#t169">169</a></span><span class="t"><span class="str">            controller (pySDC.Controller): The controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t170" href="#t170">170</a></span><span class="t"><span class="str">            params (dict): The params passed for this specific convergence controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t171" href="#t171">171</a></span><span class="t"><span class="str">            description (dict): The description object used to instantiate the controller</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t172" href="#t172">172</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t173" href="#t173">173</a></span><span class="t"><span class="str">        Returns:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t174" href="#t174">174</a></span><span class="t"><span class="str">            bool: Whether the parameters are compatible</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t175" href="#t175">175</a></span><span class="t"><span class="str">            str: The error message</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t176" href="#t176">176</a></span><span class="t"><span class="str">        """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t177" href="#t177">177</a></span><span class="t">        <span class="key">if</span> <span class="nam">description</span><span class="op">[</span><span class="str">'sweeper_params'</span><span class="op">]</span><span class="op">.</span><span class="nam">get</span><span class="op">(</span><span class="str">'num_nodes'</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span> <span class="op">&lt;</span> <span class="num">2</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t178" href="#t178">178</a></span><span class="t">            <span class="key">return</span> <span class="key">False</span><span class="op">,</span> <span class="str">'Need at least two collocation nodes to interpolate to one!'</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t179" href="#t179">179</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t180" href="#t180">180</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span><span class="op">,</span> <span class="str">""</span>&nbsp;</span><span class="r"></span></p>
 </main>
 <footer>
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+            created at 2023-09-22 06:42 +0000
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+            <a id="prevFileLink" class="nav" href="d_c28af68f8f845bbd_estimate_polynomial_error_py.html">&#xab; prev</a> &nbsp; &nbsp;
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+            created at 2023-09-22 06:42 +0000
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@@ -240,12 +240,12 @@ <h2>
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@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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+            created at 2023-09-22 06:42 +0000
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diff --git a/genindex.html b/genindex.html
index a1ec1e1ce1..59374d6059 100644
--- a/genindex.html
+++ b/genindex.html
@@ -148,7 +148,7 @@ <h2 id="A">A</h2>
 </li>
       <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems">AdaptivityForConvergedCollocationProblems (class in implementations.convergence_controller_classes.adaptivity)</a>
 </li>
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+      <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError">AdaptivityPolynomialError (class in implementations.convergence_controller_classes.adaptivity)</a>
 </li>
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 </li>
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 </li>
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+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters">(EstimatePolynomialError method)</a>
 </li>
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 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.dependencies">(AdaptivityExtrapolationWithinQ method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.dependencies">(AdaptivityInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies">(AdaptivityPolynomialError method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.basic_restarting.html#implementations.convergence_controller_classes.basic_restarting.BasicRestarting.dependencies">(BasicRestarting method)</a>
 </li>
@@ -1011,7 +1011,7 @@ <h2 id="E">E</h2>
 </li>
       <li><a href="pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html#implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ">EstimateExtrapolationErrorWithinQ (class in implementations.convergence_controller_classes.estimate_extrapolation_error)</a>
 </li>
-      <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError">EstimateInterpolationError (class in implementations.convergence_controller_classes.estimate_interpolation_error)</a>
+      <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError">EstimatePolynomialError (class in implementations.convergence_controller_classes.estimate_polynomial_error)</a>
 </li>
       <li><a href="pySDC/implementations.problem_classes.AcousticAdvection_1D_FD_imex.html#implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.eval_f">eval_f() (acoustic_1d_imex method)</a>
 
@@ -1378,7 +1378,7 @@ <h2 id="G">G</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.get_convergence">(AdaptivityForConvergedCollocationProblems method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_convergence">(AdaptivityInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence">(AdaptivityPolynomialError method)</a>
 </li>
       </ul></li>
       <li><a href="pySDC/core.Controller.html#core.Controller.controller.get_convergence_controllers_as_table">get_convergence_controllers_as_table() (controller method)</a>
@@ -1420,7 +1420,7 @@ <h2 id="G">G</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_local_error_estimate">(AdaptivityExtrapolationWithinQ method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_local_error_estimate">(AdaptivityInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate">(AdaptivityPolynomialError method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.get_local_error_estimate">(AdaptivityResidual method)</a>
 </li>
@@ -1434,7 +1434,7 @@ <h2 id="G">G</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ.get_new_step_size">(AdaptivityExtrapolationWithinQ method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_new_step_size">(AdaptivityInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size">(AdaptivityPolynomialError method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.get_new_step_size">(AdaptivityResidual method)</a>
 </li>
@@ -1808,10 +1808,10 @@ <h2 id="I">I</h2>
 </li>
       </ul></li>
       <li>
-    implementations.convergence_controller_classes.estimate_interpolation_error
+    implementations.convergence_controller_classes.estimate_polynomial_error
 
       <ul>
-        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#module-implementations.convergence_controller_classes.estimate_interpolation_error">module</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#module-implementations.convergence_controller_classes.estimate_polynomial_error">module</a>
 </li>
       </ul></li>
       <li>
@@ -2686,7 +2686,7 @@ <h2 id="M">M</h2>
       <li><a href="pySDC/implementations.convergence_controller_classes.adaptive_collocation.html#implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.matmul">matmul() (AdaptiveCollocation method)</a>
 
       <ul>
-        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.matmul">(EstimateInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul">(EstimatePolynomialError method)</a>
 </li>
       </ul></li>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.matrix">matrix (ARK54 attribute)</a>
@@ -2829,7 +2829,7 @@ <h2 id="M">M</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html#module-implementations.convergence_controller_classes.estimate_extrapolation_error">implementations.convergence_controller_classes.estimate_extrapolation_error</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#module-implementations.convergence_controller_classes.estimate_interpolation_error">implementations.convergence_controller_classes.estimate_interpolation_error</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#module-implementations.convergence_controller_classes.estimate_polynomial_error">implementations.convergence_controller_classes.estimate_polynomial_error</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.hotrod.html#module-implementations.convergence_controller_classes.hotrod">implementations.convergence_controller_classes.hotrod</a>
 </li>
@@ -3239,7 +3239,7 @@ <h2 id="P">P</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html#implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ.post_iteration_processing">(EstimateExtrapolationErrorWithinQ method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.post_iteration_processing">(EstimateInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing">(EstimatePolynomialError method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.hotrod.html#implementations.convergence_controller_classes.hotrod.HotRod.post_iteration_processing">(HotRod method)</a>
 </li>
@@ -3481,7 +3481,7 @@ <h2 id="R">R</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html#implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorBase.reset_status_variables">(EstimateExtrapolationErrorBase method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.reset_status_variables">(EstimateInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables">(EstimatePolynomialError method)</a>
 </li>
       </ul></li>
       <li><a href="pySDC/core.Step.html#core.Step.step.reset_step">reset_step() (step method)</a>
@@ -3603,7 +3603,7 @@ <h2 id="S">S</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.setup">(AdaptivityForConvergedCollocationProblems method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.setup">(AdaptivityInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup">(AdaptivityPolynomialError method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityResidual.setup">(AdaptivityResidual method)</a>
 </li>
@@ -3631,7 +3631,7 @@ <h2 id="S">S</h2>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html#implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ.setup">(EstimateExtrapolationErrorWithinQ method)</a>
 </li>
-        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.setup">(EstimateInterpolationError method)</a>
+        <li><a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup">(EstimatePolynomialError method)</a>
 </li>
         <li><a href="pySDC/implementations.convergence_controller_classes.hotrod.html#implementations.convergence_controller_classes.hotrod.HotRod.setup">(HotRod method)</a>
 </li>
diff --git a/objects.inv b/objects.inv
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diff --git a/projects/Hamiltonian.html b/projects/Hamiltonian.html
index 6ca6a6198a..999a1dcdc7 100644
--- a/projects/Hamiltonian.html
+++ b/projects/Hamiltonian.html
@@ -860,7 +860,7 @@ <h2>Fermi-Pasta-Ulam-Tsingou problem<a class="headerlink" href="#fermi-pasta-ula
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">7</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mi">475</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.42</span>
-<span class="o">...</span> <span class="n">took</span> <span class="mf">59.4025</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
+<span class="o">...</span> <span class="n">took</span> <span class="mf">98.5445</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/fput_hamiltonian.png"><img alt="../_images/fput_hamiltonian.png" src="../_images/fput_hamiltonian.png" style="width: 383.0px; height: 212.0px;" /></a>
diff --git a/projects/doc_fput.html b/projects/doc_fput.html
index d9f214b94d..89ba3ef195 100644
--- a/projects/doc_fput.html
+++ b/projects/doc_fput.html
@@ -284,7 +284,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">7</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mi">475</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.42</span>
-<span class="o">...</span> <span class="n">took</span> <span class="mf">59.4025</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
+<span class="o">...</span> <span class="n">took</span> <span class="mf">98.5445</span> <span class="n">seconds</span> <span class="n">to</span> <span class="n">run</span> <span class="n">this</span><span class="o">.</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/fput_hamiltonian.png"><img alt="../_images/fput_hamiltonian.png" src="../_images/fput_hamiltonian.png" style="width: 383.0px; height: 212.0px;" /></a>
diff --git a/projects/doc_matrixPFASST_matrix.html b/projects/doc_matrixPFASST_matrix.html
index 40da3440dd..d755b9a65c 100644
--- a/projects/doc_matrixPFASST_matrix.html
+++ b/projects/doc_matrixPFASST_matrix.html
@@ -321,43 +321,43 @@ <h3>Navigation</h3>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0681e-07</span> <span class="o">--</span> <span class="mf">4.0681e-07</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">5.2736e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">7.7716e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0169e-04</span> <span class="o">--</span> <span class="mf">2.0169e-04</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">5.5511e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.4409e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.8573e-06</span> <span class="o">--</span> <span class="mf">5.8573e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.4742e-18</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.1891e-18</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.9363e-01</span> <span class="o">--</span> <span class="mf">2.9363e-01</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.5543e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.4988e-15</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2887e-13</span> <span class="o">--</span> <span class="mf">3.2887e-13</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.0822e-21</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">8.6242e-22</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.0000e+00</span> <span class="o">--</span> <span class="mf">1.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.6242e-17</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.3723e-17</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.7992e-06</span> <span class="o">--</span> <span class="mf">5.7992e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.8858e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.3372e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
 </pre></div>
diff --git a/projects/doc_matrixPFASST_propagator.html b/projects/doc_matrixPFASST_propagator.html
index 78c29f9418..a79e4f520f 100644
--- a/projects/doc_matrixPFASST_propagator.html
+++ b/projects/doc_matrixPFASST_propagator.html
@@ -314,37 +314,37 @@ <h3>Navigation</h3>
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2542e-06</span> <span class="o">--</span> <span class="mf">3.2542e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.8618e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.7701e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6141e-03</span> <span class="o">--</span> <span class="mf">1.6141e-03</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">2.3801e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.7400e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6858e-05</span> <span class="o">--</span> <span class="mf">4.6858e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.2422e-18</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.5090e-17</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.3515e+00</span> <span class="o">--</span> <span class="mf">2.3515e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.1204e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.8749e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.6312e-12</span> <span class="o">--</span> <span class="mf">2.6312e-12</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.2990e-20</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.5707e-22</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">8.0000e+00</span> <span class="o">--</span> <span class="mf">8.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.9428e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">9.1569e-16</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0384e-05</span> <span class="o">--</span> <span class="mf">2.0384e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.9429e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.4674e-16</span>
 </pre></div>
 </div>
 
diff --git a/projects/matrixPFASST.html b/projects/matrixPFASST.html
index c2ffba4ded..6f16f127a5 100644
--- a/projects/matrixPFASST.html
+++ b/projects/matrixPFASST.html
@@ -342,43 +342,43 @@ <h2>Matrix-based PFASST<a class="headerlink" href="#matrix-based-pfasst" title="
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0681e-07</span> <span class="o">--</span> <span class="mf">4.0681e-07</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">5.2736e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">7.7716e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0169e-04</span> <span class="o">--</span> <span class="mf">2.0169e-04</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">5.5511e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.4409e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.8573e-06</span> <span class="o">--</span> <span class="mf">5.8573e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.4742e-18</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.1891e-18</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.9363e-01</span> <span class="o">--</span> <span class="mf">2.9363e-01</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.5543e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.4988e-15</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2887e-13</span> <span class="o">--</span> <span class="mf">3.2887e-13</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">1.0822e-21</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">8.6242e-22</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.0000e+00</span> <span class="o">--</span> <span class="mf">1.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">2.6242e-17</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">4.3723e-17</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">nomat</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">5.7992e-06</span> <span class="o">--</span> <span class="mf">5.7992e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.8858e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">both</span> <span class="n">results</span><span class="p">:</span> <span class="mf">3.3372e-16</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">free</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
 </pre></div>
@@ -667,37 +667,37 @@ <h2>Propagator-based PFASST<a class="headerlink" href="#propagator-based-pfasst"
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.2542e-06</span> <span class="o">--</span> <span class="mf">3.2542e-06</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.8618e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.7701e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e-02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6141e-03</span> <span class="o">--</span> <span class="mf">1.6141e-03</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">2.3801e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.7400e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6858e-05</span> <span class="o">--</span> <span class="mf">4.6858e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.2422e-18</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.5090e-17</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.3515e+00</span> <span class="o">--</span> <span class="mf">2.3515e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.1204e-15</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.8749e-15</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">diffusion</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.6312e-12</span> <span class="o">--</span> <span class="mf">2.6312e-12</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.2990e-20</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.5707e-22</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">advection</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">1.0e+02</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">3</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">8.0000e+00</span> <span class="o">--</span> <span class="mf">8.0000e+00</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">4.9428e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">9.1569e-16</span>
 
 <span class="n">Working</span> <span class="k">with</span> <span class="n">testequation</span> <span class="n">setup</span> <span class="ow">and</span> <span class="n">parameter</span> <span class="mf">0.0e+00</span><span class="o">..</span>
   <span class="n">Iteration</span> <span class="n">counts</span> <span class="k">for</span> <span class="n">matrix</span><span class="o">-</span><span class="n">based</span> <span class="n">version</span><span class="p">:</span> <span class="p">[(</span><span class="mf">0.0</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.25</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.5</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mf">0.75</span><span class="p">,</span> <span class="mi">4</span><span class="p">)]</span>
   <span class="n">Error</span> <span class="p">(</span><span class="n">mat</span><span class="o">/</span><span class="n">prop</span><span class="p">)</span> <span class="n">vs</span><span class="o">.</span> <span class="n">exact</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0384e-05</span> <span class="o">--</span> <span class="mf">2.0384e-05</span>
-  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">1.9429e-16</span>
+  <span class="n">Difference</span> <span class="n">between</span> <span class="n">matrix</span><span class="o">-</span><span class="n">PFASST</span> <span class="ow">and</span> <span class="n">propagator</span><span class="p">:</span> <span class="mf">3.4674e-16</span>
 </pre></div>
 </div>
 </section>
diff --git a/py-modindex.html b/py-modindex.html
index 0fa50dc1e4..0d6b57717f 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -238,7 +238,7 @@ <h1>Python Module Index</h1>
      <tr class="cg-3">
        <td></td>
        <td>&#160;&#160;&#160;
-       <a href="pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html#module-implementations.convergence_controller_classes.estimate_interpolation_error"><code class="xref">implementations.convergence_controller_classes.estimate_interpolation_error</code></a></td><td>
+       <a href="pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html#module-implementations.convergence_controller_classes.estimate_polynomial_error"><code class="xref">implementations.convergence_controller_classes.estimate_polynomial_error</code></a></td><td>
        <em></em></td></tr>
      <tr class="cg-3">
        <td></td>
diff --git a/pySDC/implementations.convergence_controller_classes.adaptivity.html b/pySDC/implementations.convergence_controller_classes.adaptivity.html
index 39d3e49a75..9e2fefdcb4 100644
--- a/pySDC/implementations.convergence_controller_classes.adaptivity.html
+++ b/pySDC/implementations.convergence_controller_classes.adaptivity.html
@@ -618,15 +618,15 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py class">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AdaptivityInterpolationError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityInterpolationError"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AdaptivityPolynomialError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityPolynomialError"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems" title="implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems"><code class="xref py py-class docutils literal notranslate"><span class="pre">AdaptivityForConvergedCollocationProblems</span></code></a></p>
 <p>Class to compute time step size adaptively based on error estimate obtained from interpolation within the quadrature
 nodes.</p>
 <p>This error estimate depends on solving the collocation problem exactly, so make sure you set a sufficient stopping criterion.</p>
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.dependencies">
-<span class="sig-name descname"><span class="pre">dependencies</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityInterpolationError.dependencies"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.dependencies" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies">
+<span class="sig-name descname"><span class="pre">dependencies</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityPolynomialError.dependencies"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies" title="Link to this definition">¶</a></dt>
 <dd><p>Load the error estimator.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -642,13 +642,13 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_convergence">
-<span class="sig-name descname"><span class="pre">get_convergence</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityInterpolationError.get_convergence"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_convergence" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence">
+<span class="sig-name descname"><span class="pre">get_convergence</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityPolynomialError.get_convergence"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_local_error_estimate">
-<span class="sig-name descname"><span class="pre">get_local_error_estimate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityInterpolationError.get_local_error_estimate"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_local_error_estimate" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate">
+<span class="sig-name descname"><span class="pre">get_local_error_estimate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityPolynomialError.get_local_error_estimate"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate" title="Link to this definition">¶</a></dt>
 <dd><p>Get the embedded error estimate of the finest level of the step.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -667,8 +667,8 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_new_step_size">
-<span class="sig-name descname"><span class="pre">get_new_step_size</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityInterpolationError.get_new_step_size"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_new_step_size" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size">
+<span class="sig-name descname"><span class="pre">get_new_step_size</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityPolynomialError.get_new_step_size"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size" title="Link to this definition">¶</a></dt>
 <dd><p>Determine a step size for the next step from the error estimate.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -684,8 +684,8 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.setup">
-<span class="sig-name descname"><span class="pre">setup</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityInterpolationError.setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.setup" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup">
+<span class="sig-name descname"><span class="pre">setup</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/adaptivity.html#AdaptivityPolynomialError.setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup" title="Link to this definition">¶</a></dt>
 <dd><p>Add a default value for control order to the parameters.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -933,12 +933,12 @@ <h3><a href="../index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems.setup"><code class="docutils literal notranslate"><span class="pre">setup()</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError"><code class="docutils literal notranslate"><span class="pre">AdaptivityInterpolationError</span></code></a><ul>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.dependencies"><code class="docutils literal notranslate"><span class="pre">dependencies()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_convergence"><code class="docutils literal notranslate"><span class="pre">get_convergence()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_local_error_estimate"><code class="docutils literal notranslate"><span class="pre">get_local_error_estimate()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.get_new_step_size"><code class="docutils literal notranslate"><span class="pre">get_new_step_size()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError.setup"><code class="docutils literal notranslate"><span class="pre">setup()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError"><code class="docutils literal notranslate"><span class="pre">AdaptivityPolynomialError</span></code></a><ul>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.dependencies"><code class="docutils literal notranslate"><span class="pre">dependencies()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_convergence"><code class="docutils literal notranslate"><span class="pre">get_convergence()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_local_error_estimate"><code class="docutils literal notranslate"><span class="pre">get_local_error_estimate()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.get_new_step_size"><code class="docutils literal notranslate"><span class="pre">get_new_step_size()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError.setup"><code class="docutils literal notranslate"><span class="pre">setup()</span></code></a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#implementations.convergence_controller_classes.adaptivity.AdaptivityRK"><code class="docutils literal notranslate"><span class="pre">AdaptivityRK</span></code></a><ul>
diff --git a/pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html b/pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html
index 2e13e66ade..20d14ae9d0 100644
--- a/pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html
+++ b/pySDC/implementations.convergence_controller_classes.estimate_extrapolation_error.html
@@ -16,7 +16,7 @@
     
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="implementations.convergence_controller_classes.estimate_interpolation_error module" href="implementations.convergence_controller_classes.estimate_interpolation_error.html" />
+    <link rel="next" title="implementations.convergence_controller_classes.estimate_polynomial_error module" href="implementations.convergence_controller_classes.estimate_polynomial_error.html" />
     <link rel="prev" title="implementations.convergence_controller_classes.estimate_embedded_error module" href="implementations.convergence_controller_classes.estimate_embedded_error.html" /> 
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     <div class="related" role="navigation" aria-label="related navigation">
@@ -29,7 +29,7 @@ <h3>Navigation</h3>
           <a href="../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
         <li class="right" >
-          <a href="implementations.convergence_controller_classes.estimate_interpolation_error.html" title="implementations.convergence_controller_classes.estimate_interpolation_error module"
+          <a href="implementations.convergence_controller_classes.estimate_polynomial_error.html" title="implementations.convergence_controller_classes.estimate_polynomial_error module"
              accesskey="N">next</a> |</li>
         <li class="right" >
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@@ -410,8 +410,8 @@ <h4>Previous topic</h4>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="implementations.convergence_controller_classes.estimate_interpolation_error.html"
-                          title="next chapter">implementations.convergence_controller_classes.estimate_interpolation_error module</a></p>
+    <p class="topless"><a href="implementations.convergence_controller_classes.estimate_polynomial_error.html"
+                          title="next chapter">implementations.convergence_controller_classes.estimate_polynomial_error module</a></p>
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     <h3>This Page</h3>
@@ -444,7 +444,7 @@ <h3>Navigation</h3>
           <a href="../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
         <li class="right" >
-          <a href="implementations.convergence_controller_classes.estimate_interpolation_error.html" title="implementations.convergence_controller_classes.estimate_interpolation_error module"
+          <a href="implementations.convergence_controller_classes.estimate_polynomial_error.html" title="implementations.convergence_controller_classes.estimate_polynomial_error module"
              >next</a> |</li>
         <li class="right" >
           <a href="implementations.convergence_controller_classes.estimate_embedded_error.html" title="implementations.convergence_controller_classes.estimate_embedded_error module"
diff --git a/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html b/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html
similarity index 73%
rename from pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html
rename to pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html
index 663cbcae31..dd5fcff8dc 100644
--- a/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.html
+++ b/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.html
@@ -5,7 +5,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>implementations.convergence_controller_classes.estimate_interpolation_error module &#8212; pySDC 5.3.0 documentation</title>
+    <title>implementations.convergence_controller_classes.estimate_polynomial_error module &#8212; pySDC 5.3.0 documentation</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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@@ -37,7 +37,7 @@ <h3>Navigation</h3>
         <li class="nav-item nav-item-0"><a href="../index.html">pySDC 5.3.0 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="implementations.html" >implementations package</a> &#187;</li>
           <li class="nav-item nav-item-2"><a href="implementations.convergence_controller_classes.html" accesskey="U">implementations.convergence_controller_classes package</a> &#187;</li>
-        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_interpolation_error module</a></li> 
+        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_polynomial_error module</a></li> 
       </ul>
     </div>  
 
@@ -46,11 +46,11 @@ <h3>Navigation</h3>
         <div class="bodywrapper">
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-  <section id="module-implementations.convergence_controller_classes.estimate_interpolation_error">
-<span id="implementations-convergence-controller-classes-estimate-interpolation-error-module"></span><h1>implementations.convergence_controller_classes.estimate_interpolation_error module<a class="headerlink" href="#module-implementations.convergence_controller_classes.estimate_interpolation_error" title="Link to this heading">¶</a></h1>
+  <section id="module-implementations.convergence_controller_classes.estimate_polynomial_error">
+<span id="implementations-convergence-controller-classes-estimate-polynomial-error-module"></span><h1>implementations.convergence_controller_classes.estimate_polynomial_error module<a class="headerlink" href="#module-implementations.convergence_controller_classes.estimate_polynomial_error" title="Link to this heading">¶</a></h1>
 <dl class="py class">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">EstimateInterpolationError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html#EstimateInterpolationError"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">EstimatePolynomialError</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html#EstimatePolynomialError"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ConvergenceController</span></code></p>
 <p>Estimate the local error by using all but one collocation node in a polynomial interpolation to that node.
 While the converged collocation problem with M nodes gives a order M approximation to this point, the interpolation
@@ -58,10 +58,12 @@ <h3>Navigation</h3>
 That is to say this gives an error estimate that is order M. Keep in mind that the collocation problem should be
 converged for this and has order up to 2M. Still, the lower order method can be used for time step selection, for
 instance.
+If the last node is not the end point, we can interpolate to that node, which is an order M approximation and compare
+to the order 2M approximation we get from the extrapolation step.
 By default, we interpolate to the second to last node.</p>
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.check_parameters">
-<span class="sig-name descname"><span class="pre">check_parameters</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html#EstimateInterpolationError.check_parameters"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.check_parameters" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters">
+<span class="sig-name descname"><span class="pre">check_parameters</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html#EstimatePolynomialError.check_parameters"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters" title="Link to this definition">¶</a></dt>
 <dd><p>Check if we allow the scheme to solve the collocation problems to convergence.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -82,8 +84,8 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.matmul">
-<span class="sig-name descname"><span class="pre">matmul</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">A</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">b</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html#EstimateInterpolationError.matmul"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.matmul" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul">
+<span class="sig-name descname"><span class="pre">matmul</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">A</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">b</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html#EstimatePolynomialError.matmul"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul" title="Link to this definition">¶</a></dt>
 <dd><p>Matrix vector multiplication, possibly MPI parallel.
 The parallel implementation performs a reduce operation in every row of the matrix. While communicating the
 entire vector once could reduce the number of communications, this way we never need to store the entire vector
@@ -105,8 +107,8 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.post_iteration_processing">
-<span class="sig-name descname"><span class="pre">post_iteration_processing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html#EstimateInterpolationError.post_iteration_processing"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.post_iteration_processing" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing">
+<span class="sig-name descname"><span class="pre">post_iteration_processing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">S</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html#EstimatePolynomialError.post_iteration_processing"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing" title="Link to this definition">¶</a></dt>
 <dd><p>Estimate the error</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -122,8 +124,8 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.reset_status_variables">
-<span class="sig-name descname"><span class="pre">reset_status_variables</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html#EstimateInterpolationError.reset_status_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.reset_status_variables" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables">
+<span class="sig-name descname"><span class="pre">reset_status_variables</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html#EstimatePolynomialError.reset_status_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables" title="Link to this definition">¶</a></dt>
 <dd><p>Add variable for embedded error</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -136,8 +138,8 @@ <h3>Navigation</h3>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.setup">
-<span class="sig-name descname"><span class="pre">setup</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_interpolation_error.html#EstimateInterpolationError.setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.setup" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup">
+<span class="sig-name descname"><span class="pre">setup</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">controller</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">params</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/convergence_controller_classes/estimate_polynomial_error.html#EstimatePolynomialError.setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup" title="Link to this definition">¶</a></dt>
 <dd><dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -169,13 +171,13 @@ <h3>Navigation</h3>
   <div>
     <h3><a href="../index.html">Table of Contents</a></h3>
     <ul>
-<li><a class="reference internal" href="#">implementations.convergence_controller_classes.estimate_interpolation_error module</a><ul>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError"><code class="docutils literal notranslate"><span class="pre">EstimateInterpolationError</span></code></a><ul>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.check_parameters"><code class="docutils literal notranslate"><span class="pre">check_parameters()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.matmul"><code class="docutils literal notranslate"><span class="pre">matmul()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.post_iteration_processing"><code class="docutils literal notranslate"><span class="pre">post_iteration_processing()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.reset_status_variables"><code class="docutils literal notranslate"><span class="pre">reset_status_variables()</span></code></a></li>
-<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError.setup"><code class="docutils literal notranslate"><span class="pre">setup()</span></code></a></li>
+<li><a class="reference internal" href="#">implementations.convergence_controller_classes.estimate_polynomial_error module</a><ul>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError"><code class="docutils literal notranslate"><span class="pre">EstimatePolynomialError</span></code></a><ul>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.check_parameters"><code class="docutils literal notranslate"><span class="pre">check_parameters()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.matmul"><code class="docutils literal notranslate"><span class="pre">matmul()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.post_iteration_processing"><code class="docutils literal notranslate"><span class="pre">post_iteration_processing()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.reset_status_variables"><code class="docutils literal notranslate"><span class="pre">reset_status_variables()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError.setup"><code class="docutils literal notranslate"><span class="pre">setup()</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -196,7 +198,7 @@ <h4>Next topic</h4>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
     <ul class="this-page-menu">
-      <li><a href="../_sources/pySDC/implementations.convergence_controller_classes.estimate_interpolation_error.rst.txt"
+      <li><a href="../_sources/pySDC/implementations.convergence_controller_classes.estimate_polynomial_error.rst.txt"
             rel="nofollow">Show Source</a></li>
     </ul>
    </div>
@@ -232,7 +234,7 @@ <h3>Navigation</h3>
         <li class="nav-item nav-item-0"><a href="../index.html">pySDC 5.3.0 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="implementations.html" >implementations package</a> &#187;</li>
           <li class="nav-item nav-item-2"><a href="implementations.convergence_controller_classes.html" >implementations.convergence_controller_classes package</a> &#187;</li>
-        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_interpolation_error module</a></li> 
+        <li class="nav-item nav-item-this"><a href="">implementations.convergence_controller_classes.estimate_polynomial_error module</a></li> 
       </ul>
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diff --git a/pySDC/implementations.convergence_controller_classes.hotrod.html b/pySDC/implementations.convergence_controller_classes.hotrod.html
index 6f2c1918a7..e6989299a3 100644
--- a/pySDC/implementations.convergence_controller_classes.hotrod.html
+++ b/pySDC/implementations.convergence_controller_classes.hotrod.html
@@ -17,7 +17,7 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="implementations.convergence_controller_classes.inexactness module" href="implementations.convergence_controller_classes.inexactness.html" />
-    <link rel="prev" title="implementations.convergence_controller_classes.estimate_interpolation_error module" href="implementations.convergence_controller_classes.estimate_interpolation_error.html" /> 
+    <link rel="prev" title="implementations.convergence_controller_classes.estimate_polynomial_error module" href="implementations.convergence_controller_classes.estimate_polynomial_error.html" /> 
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       <h3>Navigation</h3>
@@ -32,7 +32,7 @@ <h3>Navigation</h3>
           <a href="implementations.convergence_controller_classes.inexactness.html" title="implementations.convergence_controller_classes.inexactness module"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="implementations.convergence_controller_classes.estimate_interpolation_error.html" title="implementations.convergence_controller_classes.estimate_interpolation_error module"
+          <a href="implementations.convergence_controller_classes.estimate_polynomial_error.html" title="implementations.convergence_controller_classes.estimate_polynomial_error module"
              accesskey="P">previous</a> |</li>
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@@ -183,8 +183,8 @@ <h3><a href="../index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="implementations.convergence_controller_classes.estimate_interpolation_error.html"
-                          title="previous chapter">implementations.convergence_controller_classes.estimate_interpolation_error module</a></p>
+    <p class="topless"><a href="implementations.convergence_controller_classes.estimate_polynomial_error.html"
+                          title="previous chapter">implementations.convergence_controller_classes.estimate_polynomial_error module</a></p>
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@@ -225,7 +225,7 @@ <h3>Navigation</h3>
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              >next</a> |</li>
         <li class="right" >
-          <a href="implementations.convergence_controller_classes.estimate_interpolation_error.html" title="implementations.convergence_controller_classes.estimate_interpolation_error module"
+          <a href="implementations.convergence_controller_classes.estimate_polynomial_error.html" title="implementations.convergence_controller_classes.estimate_polynomial_error module"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="../index.html">pySDC 5.3.0 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="implementations.html" >implementations package</a> &#187;</li>
diff --git a/pySDC/implementations.convergence_controller_classes.html b/pySDC/implementations.convergence_controller_classes.html
index 7472d1a6ee..d3b2a4ceac 100644
--- a/pySDC/implementations.convergence_controller_classes.html
+++ b/pySDC/implementations.convergence_controller_classes.html
@@ -61,7 +61,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation"><code class="docutils literal notranslate"><span class="pre">AdaptivityCollocation</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityExtrapolationWithinQ"><code class="docutils literal notranslate"><span class="pre">AdaptivityExtrapolationWithinQ</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityForConvergedCollocationProblems"><code class="docutils literal notranslate"><span class="pre">AdaptivityForConvergedCollocationProblems</span></code></a></li>
-<li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityInterpolationError"><code class="docutils literal notranslate"><span class="pre">AdaptivityInterpolationError</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityPolynomialError"><code class="docutils literal notranslate"><span class="pre">AdaptivityPolynomialError</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityRK"><code class="docutils literal notranslate"><span class="pre">AdaptivityRK</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.adaptivity.html#implementations.convergence_controller_classes.adaptivity.AdaptivityResidual"><code class="docutils literal notranslate"><span class="pre">AdaptivityResidual</span></code></a></li>
 </ul>
@@ -97,8 +97,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 <li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.estimate_extrapolation_error.html#implementations.convergence_controller_classes.estimate_extrapolation_error.EstimateExtrapolationErrorWithinQ"><code class="docutils literal notranslate"><span class="pre">EstimateExtrapolationErrorWithinQ</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="implementations.convergence_controller_classes.estimate_interpolation_error.html">implementations.convergence_controller_classes.estimate_interpolation_error module</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.estimate_interpolation_error.html#implementations.convergence_controller_classes.estimate_interpolation_error.EstimateInterpolationError"><code class="docutils literal notranslate"><span class="pre">EstimateInterpolationError</span></code></a></li>
+<li class="toctree-l1"><a class="reference internal" href="implementations.convergence_controller_classes.estimate_polynomial_error.html">implementations.convergence_controller_classes.estimate_polynomial_error module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="implementations.convergence_controller_classes.estimate_polynomial_error.html#implementations.convergence_controller_classes.estimate_polynomial_error.EstimatePolynomialError"><code class="docutils literal notranslate"><span class="pre">EstimatePolynomialError</span></code></a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="implementations.convergence_controller_classes.hotrod.html">implementations.convergence_controller_classes.hotrod module</a><ul>
diff --git a/searchindex.js b/searchindex.js
index 53abfd5bcf..f136b2794d 100644
--- a/searchindex.js
+++ b/searchindex.js
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"implementations.problem_classes.HeatEquation_2D_PETSc_forced module", "implementations.problem_classes.HeatEquation_ND_FD module", "implementations.problem_classes.HeatEquation_ND_FD_CuPy module", "implementations.problem_classes.HenonHeiles module", "implementations.problem_classes.LogisticEquation module", "implementations.problem_classes.Lorenz module", "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module", "implementations.problem_classes.OuterSolarSystem module", "implementations.problem_classes.PenningTrap_3D module", "implementations.problem_classes.Piline module", "implementations.problem_classes.Quench module", "implementations.problem_classes.TestEquation_0D module", "implementations.problem_classes.Van_der_Pol_implicit module", "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module", "implementations.problem_classes.acoustic_helpers package", "implementations.problem_classes.acoustic_helpers.buildFDMatrix module", "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module", "implementations.problem_classes.acoustic_helpers.standard_integrators module", "implementations.problem_classes.boussinesq_helpers package", "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module", "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module", "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module", "implementations.problem_classes.boussinesq_helpers.helper_classes module", "implementations.problem_classes.boussinesq_helpers.standard_integrators module", "implementations.problem_classes.boussinesq_helpers.unflatten module", "implementations.problem_classes.generic_ND_FD module", "implementations.problem_classes.nonlinear_ODE_1 module", "implementations.problem_classes.polynomial_test_problem module", "implementations.sweeper_classes package", "implementations.sweeper_classes.Multistep module", "implementations.sweeper_classes.Runge_Kutta module", "implementations.sweeper_classes.Runge_Kutta_Nystrom module", "implementations.sweeper_classes.boris_2nd_order module", "implementations.sweeper_classes.explicit module", "implementations.sweeper_classes.generic_implicit module", "implementations.sweeper_classes.generic_implicit_MPI module", "implementations.sweeper_classes.imex_1st_order module", "implementations.sweeper_classes.imex_1st_order_mass module", "implementations.sweeper_classes.multi_implicit module", "implementations.sweeper_classes.verlet module", "implementations.transfer_classes package", "implementations.transfer_classes.BaseTransfer_mass module", "implementations.transfer_classes.TransferFenicsMesh module", "implementations.transfer_classes.TransferMesh module", "implementations.transfer_classes.TransferMesh_FFT module", "implementations.transfer_classes.TransferMesh_FFT2D module", "implementations.transfer_classes.TransferMesh_MPIFFT module", "implementations.transfer_classes.TransferMesh_NoCoarse module", "implementations.transfer_classes.TransferPETScDMDA module", "implementations.transfer_classes.TransferParticles_NoCoarse module", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "Step-1: A first spatial problem", "Step-2: Data structures and my first sweeper", "Step-3: Statistics and a new sweeper", "Step-4: Multilevel SDC", "Step-5: PFASST", "Step-6: Advanced PFASST controllers", "Step-7: pySDC with external libraries", "Step-8: Advanced topics"], "terms": 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163, 164, 165, 167, 168, 169, 170, 171, 172, 173, 174, 175, 177, 178, 179, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "clarifi": [1, 13], "take": [1, 3, 9, 10, 11, 18, 29, 30, 34, 35, 41, 47, 48, 66, 76, 88, 163, 165, 182, 188, 191, 194, 195], "appropri": [1, 98, 139, 188], "fair": 1, "deem": 1, "threaten": 1, "offens": 1, "harm": 1, "edit": 1, "reject": 1, "commit": [1, 2, 4, 5, 15], "wiki": [1, 103, 143], "issu": [1, 3, 4, 5, 9, 142], "align": [1, 16, 19], "moder": 1, "appli": [1, 5, 11, 13, 18, 35, 38, 110, 142, 153], "offici": 1, "repres": [1, 7, 167, 188, 189, 192], "mail": 1, "post": [1, 5, 44, 189], "via": [1, 3, 9, 10, 17, 26, 27, 33, 34, 35, 38, 46, 49, 50, 65, 67, 92, 93, 110, 153, 154, 155, 156, 157, 158, 159, 192], "social": 1, "media": 1, "account": [1, 4, 47, 103, 119, 191], "appoint": 1, "onlin": 1, "offlin": 1, "event": [1, 13, 97, 100], "instanc": [1, 4, 5, 6, 8, 18, 26, 27, 34, 41, 42, 44, 45, 64, 65, 71, 72, 105, 107, 147, 162, 163, 164, 165, 166, 167, 188, 189], "abus": 1, "otherwis": [1, 5, 42, 44, 71, 76, 99, 182, 188, 194], "report": [1, 5, 9, 102], "review": [1, 18, 33], "investig": [1, 11, 13, 17, 33, 86, 101, 102, 120, 122], "promptli": 1, "fairli": 1, "oblig": 1, "privaci": 1, "secur": 1, "incid": 1, "consequ": 1, "violat": 1, "unprofession": 1, "unwelcom": 1, "written": [1, 4, 5, 6, 11, 34, 89, 144, 148], "clariti": 1, "around": [1, 71, 188, 189, 195], "explan": [1, 13, 15], "why": 1, "wa": [1, 3, 9, 15, 42, 97, 102, 190], "apologi": 1, "through": [1, 2, 3, 4, 9, 42, 62, 77], "seri": 1, "continu": [1, 2, 3, 4, 6, 7, 9, 15, 57, 65, 67, 75, 106, 107, 108, 110, 111, 125], "unsolicit": 1, "specifi": [1, 5, 7, 11, 16, 19, 36, 50, 56, 182, 191, 192, 194], "period": [1, 26, 27, 29, 30, 34, 35, 57, 86, 87, 88, 89, 90, 92, 93, 94, 95, 99, 105, 107, 108, 113, 118, 125, 137, 155, 156, 157, 158, 159, 178, 184, 187, 192, 194, 195], "channel": [1, 5], "term": [1, 10, 47, 71, 90, 92, 93, 102, 110, 111, 112, 113, 120, 122, 189], "lead": [1, 42, 122, 142, 143, 191, 195], "seriou": [1, 195], "sustain": 1, "pattern": 1, "aggress": [1, 14, 182, 194], "disparag": 1, "www": [1, 3, 9, 12, 21, 102, 103, 108, 138], "code_of_conduct": 1, "html": [1, 5, 103, 108, 118], "inspir": [1, 6, 8, 45, 47], "mozilla": 1, "ladder": 1, "answer": [1, 18], "common": [1, 11, 13, 37], "question": [1, 18, 195], "faq": 1, "translat": 1, "develop": [2, 3, 5, 6, 8, 9, 13, 93, 117], "approach": [2, 3, 5, 9, 34, 35, 137, 182, 192, 194], "fork": [2, 4, 5], "extend": [2, 120, 190], "skip": 2, "furthermor": 2, "branch": [2, 5, 15], "pre": [2, 4, 5, 29, 30, 35, 175, 189, 191], "To": [2, 3, 5, 9, 11, 190, 191, 192, 193, 194], "pleas": [2, 3, 5, 9, 15, 44, 56, 65, 70, 77, 142, 143, 147, 189, 190], "addition": [2, 89], "rule": [2, 5, 6, 45, 47, 64, 65, 70, 141, 142, 143, 151, 190], "enforc": [2, 5, 6, 42, 77], "summar": 2, "convent": [2, 5, 7], "chosen": [2, 191], "name": [2, 3, 4, 5, 7, 9, 12, 16, 19, 25, 32, 40, 42, 43, 46, 53, 55, 120, 181, 188, 189, 190, 192, 193], "function": [2, 4, 5, 7, 8, 11, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 45, 46, 48, 50, 56, 57, 61, 62, 65, 66, 68, 70, 71, 73, 75, 81, 87, 92, 93, 94, 95, 97, 99, 100, 105, 106, 107, 108, 109, 110, 111, 118, 120, 125, 139, 144, 147, 148, 161, 162, 167, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "flavor": [2, 3, 9, 66, 70, 76, 175, 191, 193], "applic": [2, 4, 9, 13, 44, 56, 64, 99, 188, 195], "object": [2, 6, 8, 18, 35, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 51, 55, 58, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 94, 95, 98, 105, 107, 108, 112, 118, 129, 134, 135, 141, 142, 153, 170, 171, 175, 189, 190, 191, 195], "program": [2, 5, 26, 27, 34, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "oop": 2, "custom": [2, 6, 8, 14, 38, 44, 46, 48, 49, 50, 51, 144, 145, 148, 149, 150, 151, 153, 156, 190], "inherit": [2, 7, 40, 87, 97, 147], "framework": [2, 194], "addit": [2, 4, 6, 36, 41, 88, 190, 193], "guidelin": [2, 3, 5, 6, 9], "given": [2, 5, 7, 8, 36, 39, 45, 47, 49, 50, 64, 86, 87, 89, 96, 97, 101, 116, 117, 120, 124, 138, 162, 188, 192, 193, 195], "esp": [3, 9], "multilevel": [3, 9, 50], "extens": [3, 9], "intend": [3, 9, 13], "rapid": [3, 9], "purpos": [3, 9, 41, 181, 185, 189, 191, 193, 195], "predictor": [3, 9, 44, 51, 61, 62, 142, 147, 191], "toi": [3, 9, 122], "easili": [3, 6, 9, 12, 18], "variant": [3, 9, 12, 14, 19, 182, 194], "implicit": [3, 9, 11, 16, 19, 26, 29, 30, 33, 34, 35, 80, 81, 82, 84, 87, 89, 90, 97, 105, 107, 108, 110, 111, 125, 141, 142, 146, 147, 148, 149, 150, 177, 178, 183, 184, 187, 189, 192, 194, 195], "imex": [3, 9, 26, 33, 34, 86, 142, 148, 149, 167, 168, 169, 170, 171, 175, 177, 183, 184, 187, 189, 190, 191, 192, 194, 195], "verlet": [3, 9, 12, 21, 25, 32, 140, 143, 144], "diagon": [3, 9, 26, 27, 34, 35, 123, 142], "topic": [3, 9, 18], "outcom": [3, 9, 18], "gitlab": [3, 9], "10": [3, 8, 9, 12, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 73, 95, 96, 98, 99, 103, 105, 107, 112, 117, 122, 142, 143, 163, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 179, 182, 183, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "host": [3, 4, 9], "com": [3, 9, 45, 143], "often": [3, 9, 18, 65, 97, 100], "choic": [3, 5, 9, 142, 143, 192], "thu": [3, 9, 11, 13, 188, 191], "checkout": [3, 9], "conda": [3, 5, 9, 10], "found": [3, 9, 12, 13, 14, 29, 30, 33, 35, 42, 57, 97, 100, 190, 194], "folder": [3, 5, 9, 10, 194], "etc": [3, 5, 9, 36, 42, 65, 68, 71, 73, 191, 192], "env": [3, 9, 181, 193], "creat": [3, 9, 10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 44, 97, 106, 110, 111, 125, 137, 162, 163, 164, 165, 166, 173, 184, 185, 188, 189, 190, 191, 192, 194, 195], "yml": [3, 9], "m": [3, 5, 8, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 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189, 190, 191, 192, 193, 194, 195], "statement": [3, 5, 9], "assum": [3, 9, 120, 192], "directori": [3, 5, 9, 12, 16, 19, 21, 25, 28, 32, 35, 181, 193], "decent": [3, 9], "compil": [3, 9], "although": [3, 6, 9, 10, 188, 189, 191], "go": [3, 5, 9, 14, 44, 61, 62, 75, 77, 167, 181, 189, 192, 193], "great": [3, 9], "let": [3, 8, 9, 45, 75, 89, 97, 101], "know": [3, 9, 46, 65, 71, 72, 75, 170, 189, 190, 192], "help": [3, 6, 8, 9, 36, 182, 190, 194], "greatli": [3, 9, 18], "appreci": [3, 9], "citat": [3, 9, 142], "robert": [3, 9, 18, 120], "speck": [3, 9, 86, 101, 120, 148], "997": [3, 9, 163, 188], "transact": [3, 9], "mathemat": [3, 9], "softwar": [3, 9, 106, 110, 111, 125], "volum": [3, 9], "45": [3, 9, 122, 183, 194], "doi": [3, 8, 9, 73, 96, 98, 117, 122, 142], "1145": [3, 9, 142], "3310410": [3, 9], "current": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 16, 18, 19, 21, 25, 28, 32, 35, 39, 42, 44, 46, 48, 50, 51, 57, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 147, 149, 181, 189, 193, 195], "zenodo": [3, 9], "origin": [3, 9, 14, 33, 39, 108, 117, 120], "pancetta": [3, 9], "small": [3, 9, 10, 16, 18, 19, 48, 167, 188, 189], "scientist": [3, 9], "interest": [3, 9, 18, 33, 36, 190, 192, 193, 195], "changelog": [3, 9], "evolut": [3, 9, 69], "dearli": [3, 9], "read": [3, 6, 8, 9, 11, 12, 16, 19, 21, 25, 28, 32, 35, 40, 43, 55], "our": [3, 9, 61, 62, 188, 189, 190, 192, 194], "forget": [3, 5, 9], "peek": [3, 9], "nice": [3, 9, 11, 18, 71, 188, 192], "conduct": [3, 5, 9, 122], "receiv": [3, 9, 42, 46, 61, 80, 82, 83, 84], "fund": [3, 9], "european": [3, 9], "high": [3, 9, 12, 14, 16, 19, 21, 25, 28, 32, 35, 71, 120, 177, 178, 182, 183, 184, 187, 191, 192, 194, 195], "joint": [3, 9], "undertak": [3, 9], "ju": [3, 9], "grant": [3, 9], "agreement": [3, 9], "955701": [3, 9], "union": [3, 9], "horizon": [3, 9], "2020": [3, 9], "research": [3, 9], "innov": [3, 9], "programm": [3, 9], "belgium": [3, 9], "franc": [3, 9], "germani": [3, 9], "switzerland": [3, 9], "german": [3, 9], "feder": [3, 9], "ministri": [3, 9], "bmbf": [3, 9], "16hpc047": [3, 9], "helmholtz": [3, 9], "engin": [3, 9], "preparatori": [3, 9], "studi": [3, 9, 33, 35, 65, 102], "hirse_p": [3, 9], "nbsp": [3, 9], "done": [4, 5, 9, 10, 12, 13, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 42, 65, 100, 104, 107, 108, 112, 122, 167, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "repositori": [4, 5], "eventu": [4, 6, 9], "mainten": 4, "howev": [4, 5, 6, 18, 42, 71, 88, 122, 142, 143, 191, 195], "highli": [4, 191], "trough": 4, "dedic": [4, 99], "master": [4, 5, 9, 11, 15], "contributor": 4, "propos": 4, "solv": [4, 7, 9, 16, 18, 19, 48, 64, 65, 71, 72, 76, 87, 88, 89, 90, 92, 93, 94, 95, 97, 104, 105, 106, 107, 108, 110, 111, 113, 116, 117, 118, 120, 125, 139, 142, 143, 164, 165, 188, 194], "accuraci": [4, 10, 13, 18, 54, 64, 70, 71, 137, 162, 163, 165, 166, 187, 189, 193, 195], "issue214": 4, "214": 4, "awesome_new_project": 4, "some_featur": 4, "favor": [4, 6], "short": [4, 6, 193], "lower": [4, 5, 18, 35, 65, 70, 72, 77, 142, 143, 146, 190], "case": [4, 5, 6, 11, 13, 35, 68, 97, 100, 104, 105, 188, 191, 192, 193, 195], "underscor": [4, 6], "eas": [4, 6, 50], "interfac": [4, 18, 41, 48, 49, 51, 142, 143, 189], "modifi": [4, 5, 11, 35, 36, 47, 70], "default": [4, 5, 16, 19, 42, 44, 45, 48, 51, 55, 61, 62, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 78, 106, 110, 111, 122, 125, 137, 141, 147, 189, 191], "valu": [4, 6, 7, 8, 10, 11, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 39, 40, 41, 42, 44, 45, 46, 48, 50, 51, 55, 56, 57, 61, 62, 64, 65, 68, 69, 70, 71, 73, 75, 77, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 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30, 32, 34, 35, 42, 75, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "script": [4, 9, 10, 11, 16, 36, 117, 193], "anyon": 4, "onc": [4, 5, 26, 27, 34, 42, 64, 71, 72, 181, 193], "roadmap": 4, "mileston": 4, "associ": [4, 8, 45, 46, 137], "down": [4, 13, 15, 61, 62, 99], "Such": 4, "same": [4, 6, 7, 15, 18, 27, 34, 41, 42, 64, 71, 76, 87, 88, 90, 97, 113, 122, 137, 169, 176, 188, 189, 190, 191, 192, 193], "never": [4, 64, 72], "modif": 4, "own": [4, 5, 18, 190], "prefix": [4, 6], "dev": 4, "cannot": [4, 7, 11, 42, 65, 191], "sever": [4, 12, 35, 88, 113], "solut": [4, 6, 7, 10, 11, 13, 15, 16, 18, 19, 26, 27, 28, 33, 34, 35, 46, 48, 64, 65, 68, 70, 71, 72, 75, 78, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 116, 117, 118, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 162, 163, 164, 165, 167, 168, 170, 172, 174, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195], "summari": [4, 5, 6, 7, 8], "panel": 5, "divid": [5, 86, 98, 101, 106, 110, 111, 125, 193], "categori": 5, "build": [5, 27, 34, 54, 164, 165, 181, 188, 193], "artifact": 5, "section": 5, "style": [5, 8, 12, 16, 19, 21, 25, 28, 32, 35, 61, 62, 71], "syntax": [5, 6], "complianc": 5, "pep": [5, 6], "comprehens": [5, 64], "bugbear": 5, "diff": [5, 26, 34, 174, 186, 191, 195], "color": [5, 18, 28, 29, 30, 35, 163, 165, 184, 188, 194], "reformat": 5, "command": 5, "line": [5, 6, 11, 18, 64, 121, 137, 163, 164, 165, 181, 188, 193], "120": 5, "charact": [5, 6], "arithmet": 5, "variabl": [5, 7, 12, 25, 41, 42, 48, 50, 55, 64, 65, 66, 68, 69, 70, 71, 72, 75, 78, 98, 142, 143, 181, 190, 192, 193], "empti": [5, 181, 193], "autom": [5, 106, 110, 111, 125], "possibli": [5, 10, 64, 72, 75], "bin": 5, "sh": 5, "stage": [5, 42, 51, 61, 62, 71, 141, 142, 143, 147, 149, 168, 170, 189, 190, 195], "head": 5, "grep": [5, 29, 30, 35], "py": [5, 10, 11, 12, 14, 16, 17, 19, 21, 23, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 97, 144, 145, 148, 149, 150, 151, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "sed": 5, "rev": 5, "pars": 5, "toplevel": 5, "delet": [5, 71], "becaus": [5, 18, 71, 75, 117, 147, 182, 194], "fail": [5, 181, 193], "fi": 5, "chmod": 5, "execut": [5, 193], "Be": [5, 65, 74, 77, 142], "awar": [5, 65, 74, 77, 142, 143], "alter": 5, "editor": 5, "whenev": [5, 41, 64, 188], "r": [5, 8, 16, 19, 28, 29, 30, 35, 38, 57, 86, 89, 90, 92, 93, 94, 95, 97, 98, 99, 101, 103, 104, 105, 107, 112, 119, 120, 121, 122, 137, 153, 195], "messag": [5, 42, 61, 64, 65, 68, 71, 72, 73], "detect": [5, 18, 73], "abort": [5, 26, 27, 34], "ahead": 5, "worri": [5, 193], "obtain": [5, 8, 34, 35, 45, 64, 65, 70, 71, 106], "msg": [5, 42], "commit_msg_fil": 5, "flakeheaven_output": 5, "interpret": 5, "trailer": 5, "echo": 5, "assign": [5, 29, 30, 35], "note": [5, 6, 8, 12, 14, 16, 17, 19, 26, 27, 33, 34, 45, 70, 168, 182, 183, 188, 189, 190, 191, 192, 193, 194, 195], "relat": [5, 33, 38, 42, 48, 49, 50, 51, 153, 190], "constantli": [5, 122], "pep8": [5, 9], "might": [5, 18, 55, 75, 77, 193], "caus": [5, 15, 142, 193], "date": 5, "forg": 5, "pass": [5, 6, 8, 16, 19, 26, 27, 29, 30, 34, 35, 38, 42, 46, 48, 50, 51, 53, 56, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 76, 77, 78, 153, 176, 177, 178, 183, 184, 187, 188, 189, 191, 192, 194, 195], "toml": [5, 181, 193], "compon": [5, 10, 11, 13, 80, 81, 82, 84, 96, 108, 116, 117, 124, 138, 150, 195], "test_nod": 5, "how": [5, 8, 12, 13, 17, 18, 66, 69, 70, 71, 97, 99, 100, 122, 169, 188, 189, 190, 191, 192, 193, 194, 195], "compar": [5, 10, 13, 16, 19, 26, 27, 28, 33, 34, 35, 64, 65, 71, 73, 92, 93, 162, 163, 167, 168, 170, 171, 172, 174, 175, 177, 178, 179, 181, 182, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195], "indic": [5, 6, 9, 39, 43, 57, 61, 89, 92, 93, 94, 95, 97, 99, 100, 104, 106, 110, 111, 116, 122, 124, 125, 138, 189], "print": [5, 6, 7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "load": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 42, 65, 66, 67, 69, 70, 73, 77, 97, 121], "sitecustom": 5, "process_startup": 5, "durat": 5, "analyz": [5, 33, 34, 36, 188], "henc": [5, 15, 18, 42, 65, 72, 110, 111, 122, 125], "finish": [5, 168, 170, 189, 190], "process": [5, 10, 15, 18, 26, 34, 36, 43, 44, 61, 71, 80, 82, 84, 106, 107, 108, 168, 170, 176, 177, 178, 179, 180, 181, 185, 186, 189, 190, 192, 193, 195], "combin": [5, 11, 12, 71, 181, 184, 191, 193, 194], "htmlcov": 5, "favorit": [5, 142], "browser": 5, "did": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 71, 163, 164, 165, 166, 167, 168, 172, 181, 184, 188, 189, 191, 193, 194], "ignor": [5, 142, 143, 195], "rais": [5, 6, 7, 12, 16, 19, 25, 26, 27, 32, 34, 42, 181, 182, 193, 194], "tool": [5, 36, 189], "pyproject": [5, 181, 193], "conditionali": 5, "loop": [5, 13, 16, 19, 28, 29, 30, 35, 44, 163, 165, 171, 177, 178, 179, 188, 190, 192, 193], "pragma": 5, "cover": 5, "def": [5, 6, 7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "preced": 5, "think": 5, "justifi": 5, "built": [5, 6, 142, 143, 189, 195], "task": [5, 193], "doc": [5, 118], "unzip": 5, "rst": 5, "update_apidoc": 5, "b": [5, 16, 19, 26, 27, 28, 29, 30, 34, 35, 64, 71, 72, 98, 106, 107, 108, 110, 111, 120, 125, 129, 135, 170, 175, 176, 177, 178, 184, 187], "Then": [5, 8, 13, 14, 45, 188, 190], "graph": [5, 28, 35], "imag": 5, "still": [5, 35, 42, 64, 72, 142], "miss": [5, 195], "concern": 5, "mostli": [6, 43], "Of": [6, 191], "cours": [6, 42, 191], "strictli": [6, 142, 143], "alwai": [6, 15, 44, 65, 76, 99, 142, 143, 144, 151, 188, 191, 193], "guido": 6, "von": 6, "rossum": 6, "kei": [6, 12, 16, 19, 21, 25, 29, 30, 32, 35, 55, 56, 61, 62, 71, 97, 171, 181, 189, 190, 192, 193], "insight": 6, "state": [6, 13, 35, 94, 95, 97, 99, 100], "foolish": 6, "hobgoblin": 6, "littl": [6, 183, 188, 190, 194], "mind": [6, 48, 72], "find": [6, 9, 13, 15, 18, 29, 30, 35, 42, 57, 163, 165, 188], "optim": [6, 11, 35, 65, 118, 163, 165, 188], "compromis": 6, "someon": [6, 9], "els": [6, 12, 16, 19, 25, 26, 27, 29, 30, 32, 34, 35, 65, 97, 100, 147, 175, 179, 181, 182, 183, 184, 187, 191, 193, 194, 195], "understand": [6, 8, 36], "my": [6, 9], "effect": [6, 65, 117, 122], "kilomet": 6, "aspect": [6, 18], "interdepend": 6, "attract": 6, "lowercas": 6, "variablenamelikethi": 6, "snake_cas": 6, "variable_name_like_thi": 6, "pascalcas": 6, "camelcas": 6, "uppercas": 6, "minu": 6, "try": [6, 14, 15, 64, 65, 70, 181, 188, 193], "stick": 6, "discourag": 6, "advectiondiffus": 6, "except": [6, 15, 42, 43, 47, 122, 181, 193], "suffix": [6, 192], "parametererror": [6, 37, 43], "goe": [6, 42], "argument": [6, 42, 44, 48, 56, 88, 169, 190], "tleft": [6, 39, 164, 165, 188], "quadtyp": 6, "legendr": [6, 39, 45, 47, 164, 165, 174, 188, 190, 191], "computefejerrul": [6, 37, 45], "nnode": [6, 173, 191], "nodegener": 6, "getorthogpolycoeff": 6, "self": [6, 7, 8, 42, 62, 67, 71, 97, 147], "ncoeff": 6, "abbrevi": 6, "deterior": [6, 13], "rather": [6, 8, 12, 13, 18, 33, 182, 189, 193, 194], "getorthogonalpolynomialcoeffici": 6, "plural": 6, "acronym": 6, "jacobimssdc": 6, "multistepsdcjacobi": 6, "mssdcjacobi": 6, "put": [6, 163, 188, 190, 195], "exception": 6, "special": [6, 9, 11, 12, 25, 32, 34, 90, 104, 105, 170, 171, 175, 190, 191, 195], "mysweep": 6, "initsweep": 6, "getattr": 6, "_initsweep_": 6, "attributeerror": 6, "notimplementederror": [6, 12, 16, 19, 25, 32, 182, 194], "_initsweep_copi": 6, "_initsweep_spread": 6, "_": [6, 8, 11, 12, 21, 25, 32, 45, 108, 110, 111, 118, 168, 170, 187, 189, 190, 195], "chucknorri": 6, "_think": 6, "doubt": 6, "doubl": [6, 65], "__": [6, 168, 170, 189, 190], "left": [6, 11, 12, 14, 21, 25, 32, 33, 39, 45, 57, 88, 89, 90, 92, 93, 94, 95, 104, 105, 110, 112, 113, 115, 120, 148, 163, 165, 188], "__dict__": [6, 55], "node_typ": [6, 39, 47, 164, 165, 174, 188, 191], "equid": [6, 39], "chebi": [6, 39], "quad_typ": [6, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "gauss": [6, 15, 18, 35, 39, 45, 47, 65, 70, 171, 190, 192, 195], "radau": [6, 16, 19, 26, 27, 28, 29, 30, 34, 35, 39, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "lobatto": [6, 12, 21, 25, 32, 39, 47, 171, 190], "string": [6, 16, 19, 41, 42, 46, 56], "distinguish": 6, "select": [6, 65, 72], "probabl": [6, 120, 194], "keep": [6, 10, 41, 42, 48, 72, 179, 193], "replac": [6, 14, 16, 19, 190, 191], "_initsweep_copy_past": 6, "_initsweep_spread_out": 6, "non": [7, 17, 35, 42, 57, 61, 65, 66, 68, 71, 76, 80, 82, 83, 84, 117, 122, 193], "od": [7, 9, 48, 51, 96, 97, 99, 117, 121, 138, 141, 147, 191, 194], "form": [7, 9, 11, 88, 90, 92, 93, 94, 95, 106, 107, 108, 111, 113, 116, 123, 144, 148, 182, 188, 192, 194], "frac": [7, 8, 45, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 137, 138], "du": [7, 16, 19, 106, 107, 108, 116, 138], "dt": [7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 46, 50, 65, 71, 96, 97, 99, 100, 101, 109, 115, 116, 117, 120, 121, 123, 124, 129, 135, 137, 138, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "quad": 7, "u_0": [7, 11, 101], "vector": [7, 8, 11, 45, 57, 64, 71, 72, 102, 103, 105, 106, 107, 110, 111, 119, 125, 155, 159, 164, 165, 188, 189], "scalar": [7, 8, 33, 45, 101, 106, 110, 111, 125, 144, 148], "hand": [7, 18, 42, 48, 51, 64, 71, 75, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 164, 165, 188, 189, 191, 194], "side": [7, 18, 48, 51, 64, 75, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 164, 165, 188, 189, 191, 194], "ptype": [7, 37, 46, 48, 49, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139], "templat": [7, 36], "lambda": [7, 12, 16, 19, 21, 25, 26, 27, 32, 34, 101, 116, 120, 123, 144, 148, 181, 193], "ct": 7, "complex": [7, 9, 12, 33, 82, 190], "np": [7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 47, 57, 64, 72, 81, 86, 87, 89, 90, 92, 94, 95, 97, 98, 99, 101, 102, 120, 121, 122, 137, 162, 163, 164, 165, 170, 171, 172, 175, 177, 178, 181, 182, 183, 184, 187, 188, 190, 191, 192, 193, 194, 195], "problemerror": [7, 37, 43], "datatype_class": [7, 10, 59, 163, 168, 170, 188, 189, 190, 194], "mycustomproblem": 7, "datatyp": [7, 10, 42, 80, 82, 158], "dtype_u": [7, 46, 48, 50, 70, 71, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 144, 145, 146, 147, 148, 150, 151, 162, 163, 172, 188, 191], "dtype_f": [7, 46, 48, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143], "lam": [7, 116], "len": [7, 12, 16, 19, 21, 27, 29, 30, 32, 34, 35, 163, 165, 172, 173, 176, 181, 184, 188, 191, 192, 193, 194], "shape": [7, 38], "must": [7, 8, 45, 48, 97, 191], "1d": [7, 16, 17, 33, 57, 86, 89, 104, 122, 156, 188], "call": [7, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 48, 50, 56, 65, 66, 70, 74, 75, 78, 89, 90, 97, 99, 100, 107, 108, 112, 120, 124, 147, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "super": [7, 42, 44, 108, 190], "init": [7, 8, 42, 48, 80, 81, 82, 83, 84, 162, 163, 172, 178, 188, 191, 192], "none": [7, 10, 12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 41, 42, 44, 46, 48, 54, 55, 56, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 80, 81, 82, 83, 84, 86, 92, 93, 94, 95, 97, 98, 100, 102, 105, 106, 107, 108, 112, 117, 118, 121, 122, 123, 124, 125, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 163, 165, 168, 170, 179, 182, 183, 187, 188, 189, 190, 193, 194, 195], "dtype": [7, 82, 170, 171, 175, 190, 191], "regist": [7, 40, 56, 169, 190], "localvar": 7, "true": [7, 12, 16, 19, 26, 27, 32, 34, 42, 46, 53, 57, 71, 89, 97, 104, 108, 116, 118, 122, 124, 138, 142, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "rh": [7, 10, 38, 46, 48, 51, 71, 80, 81, 82, 84, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 104, 105, 106, 107, 108, 110, 111, 112, 116, 117, 118, 120, 121, 122, 123, 124, 125, 129, 135, 137, 138, 139, 141, 147, 153], "eval_f": [7, 48, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 162, 163, 188], "f_init": [7, 48], "list": [7, 8, 9, 10, 12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 41, 42, 45, 46, 48, 50, 53, 54, 56, 57, 62, 64, 66, 71, 72, 73, 76, 89, 92, 93, 94, 95, 97, 98, 100, 102, 106, 123, 125, 141, 142, 144, 145, 146, 147, 148, 150, 151, 163, 165, 169, 170, 171, 172, 175, 177, 178, 179, 181, 186, 188, 190, 191, 192, 193, 195], "output": [7, 12, 13, 25, 32, 36, 44, 48, 64, 105, 107, 156, 170, 171, 175, 179, 181, 184, 190, 191, 193, 194], "fals": [7, 12, 16, 19, 32, 41, 42, 44, 53, 54, 57, 61, 62, 66, 70, 103, 116, 118, 119, 145, 146, 147, 148, 149, 150, 168, 170, 175, 179, 182, 183, 184, 186, 187, 189, 190, 191, 193, 194, 195], "docstr": 8, "itself": [8, 13, 42, 71, 122, 191, 195], "describ": [8, 9, 11, 16, 17, 19, 36, 97, 103, 106, 107, 108, 119, 169, 190], "lagrangeapproxim": [8, 37, 45], "approxim": [8, 11, 18, 45, 71, 72, 87, 89, 92, 93, 94, 95, 108, 116, 117, 118, 121, 122, 124], "point": [8, 13, 18, 39, 45, 46, 47, 53, 57, 64, 70, 71, 72, 87, 89, 90, 92, 93, 94, 95, 97, 100, 103, 105, 119, 122, 144, 145, 146, 147, 148, 149, 150, 151, 162, 163, 188], "lagrang": [8, 37, 106, 110, 111, 125, 191], "math": [8, 94, 98, 105, 137], "t_j": [8, 45], "leq": [8, 45, 97, 99, 100, 113, 138], "j": [8, 45, 86, 90, 92, 93, 94, 95, 99, 101, 102, 103, 105, 106, 107, 110, 111, 119, 125, 142], "n": [8, 12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 45, 88, 90, 92, 93, 94, 95, 97, 98, 102, 103, 104, 106, 108, 110, 111, 113, 118, 119, 120, 125, 127, 128, 131, 132, 133, 135, 137, 163, 164, 165, 167, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "formula": [8, 45, 167, 189], "displaystyl": [8, 45, 88, 113], "sum_": [8, 11, 45, 102, 103, 113, 119, 120], "w_j": [8, 45], "x_j": [8, 45], "f_j": [8, 45], "prod_": [8, 45, 88, 113], "k": [8, 11, 12, 21, 25, 28, 29, 30, 32, 33, 35, 45, 57, 71, 87, 97, 99, 102, 106, 107, 108, 109, 110, 111, 120, 122, 125, 144, 148, 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19, 21, 25, 28, 32, 35, 70, 71, 77, 97, 99, 112, 122, 147, 177, 178, 182, 183, 184, 187, 192, 194, 195], "rang": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 97, 105, 122, 162, 163, 165, 172, 173, 176, 177, 178, 182, 183, 184, 187, 188, 191, 192, 194, 195], "ptp": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "max": [12, 16, 19, 21, 25, 28, 32, 35, 67, 88, 113, 163, 165, 177, 178, 182, 183, 184, 185, 188, 192, 194, 195], "min": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 163, 165, 173, 177, 178, 182, 183, 184, 185, 188, 191, 192, 194, 195], "int": [12, 16, 19, 21, 25, 28, 32, 35, 39, 42, 44, 45, 46, 47, 54, 57, 61, 65, 66, 71, 76, 80, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 104, 105, 106, 107, 108, 110, 111, 112, 113, 116, 117, 120, 122, 124, 125, 137, 144, 147, 148, 172, 177, 178, 182, 183, 184, 191, 192, 194], "argmax": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "argmin": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "std": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "var": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "float": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 39, 41, 42, 46, 47, 48, 50, 53, 65, 66, 71, 76, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 177, 178, 179, 182, 183, 184, 192, 193, 194], "assert": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "fname": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 58, 163, 165, 168, 170, 179, 180, 181, 184, 185, 188, 189, 190, 193, 194, 195], "dat": [12, 16, 19, 21, 25, 32], "wb": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "close": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 65, 76, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "isfil": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 163, 165, 185, 186, 188, 195], "show_result": [12, 16, 19, 21, 25, 32], "cwd": [12, 16, 19, 21, 25, 28, 32, 35, 181, 193], "rb": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "extract": [12, 21, 25, 32, 56], "extract_stat": [12, 21, 25, 32], "err_hamiltonian": [12, 21, 25, 32], "append": [12, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 57, 163, 165, 188], "mpl": [12, 16, 19, 21, 25, 28, 32, 35], "setup_mpl": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53], "newfig": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53], "textwidth": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 53], "238": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "96": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "89": [12, 21, 25, 28, 29, 30, 32, 35], "rearrang": [12, 21, 25, 32], "err_ham": [12, 21, 25, 32], "ham": [12, 21, 25, 32, 102, 109, 115, 119], "plt": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 163, 165, 188], "semilogi": [12, 21, 25, 32], "lw": [12, 21, 25, 28, 29, 30, 32, 35], "label": [12, 21, 25, 28, 29, 30, 32, 35, 163, 165, 188], "7e": [12, 25], "08": [12, 16, 19, 25, 26, 27, 29, 30, 34, 35, 90, 100, 103, 122, 167, 168, 169, 170, 172, 174, 182, 183, 184, 187, 189, 190, 191, 194, 195], "larg": [12, 13, 18, 21, 25, 26, 27, 32, 33, 34, 76, 185, 186, 188, 195], "xlabel": [12, 21, 25, 28, 29, 30, 32, 35, 163, 165, 188], "ylabel": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 163, 165, 188], "legend": [12, 21, 25, 28, 29, 30, 32, 35, 163, 165, 188], "loc": [12, 21, 25, 28, 29, 30, 32, 35, 163, 165, 188], "center": [12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 88, 89, 104, 113, 122, 137, 168, 170, 175, 178, 187, 189, 190, 191, 192, 195], "bbox_to_anchor": [12, 21, 25, 32], "_hamiltonian": [12, 25, 32], "savefig": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52, 53, 163, 165, 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185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "w": [12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 38, 47, 98, 106, 111, 122, 125, 153, 162, 163, 164, 165, 166, 167, 169, 171, 172, 173, 175, 176, 177, 178, 179, 181, 185, 186, 188, 189, 190, 191, 192, 193, 195], "4e": [12, 16, 19, 26, 27, 28, 32, 34, 35, 164, 169, 183, 184, 187, 188, 190, 194, 195], "fig": [12, 32, 33], "figur": [12, 14, 17, 18, 28, 29, 30, 32, 35, 53, 163, 165, 188, 195], "ax": [12, 28, 32, 35, 163, 165, 188], "add_subplot": [12, 32], "111": [12, 32], "3d": [12, 32], "npart": [12, 21, 32, 102, 120, 170, 171, 175, 190, 191], "ndim": [12, 32, 88, 108, 113, 137, 187, 195], "nstep": [12, 21, 32, 177, 178, 187, 192, 195], "po": [12, 21, 32, 83, 120, 170, 190], "idx": [12, 21, 32], "enumer": [12, 21, 32], "wrong": [12, 16, 19, 32, 61, 62, 181, 193], "dimens": [12, 32, 81, 83, 88, 90, 98, 108, 112, 113, 118, 122, 125, 137, 187, 191, 195], "_posit": [12, 32], "06": [12, 16, 19, 26, 27, 32, 34, 88, 113, 142, 163, 167, 168, 169, 170, 171, 177, 183, 188, 189, 190, 192, 194], "74": [12, 32], "75": [12, 26, 27, 32, 34, 177, 178, 179, 180, 181, 185, 186, 187, 192, 193, 195], "56": [12, 32], "18": [12, 26, 27, 32, 34, 168, 170, 183, 186, 189, 190, 194, 195], "02": [12, 26, 27, 32, 34, 87, 98, 122, 142, 170, 183, 190, 194], "37": [12, 32], "40": [12, 32, 73, 169, 183, 186, 190, 194, 195], "54": [12, 32], "famou": 12, "fput": [12, 21, 102], "fermipastaulamtsing": [12, 21, 85], "limit": [12, 17, 35, 65, 66, 76, 77, 163, 165, 184, 188, 194], "until": [12, 17, 33, 64, 99, 167, 179, 189, 193], "refer": [12, 13, 14, 15, 16, 19, 38, 42, 48, 49, 70, 73, 76, 86, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 106, 107, 108, 110, 111, 112, 118, 120, 121, 122, 125, 142, 153], "fermi_pasta_ulam_tsing": [12, 21, 85, 102], "hamiltonian_and_energy_output": [12, 21], "setup_fput": [12, 21], "12": [12, 21, 27, 28, 34, 35, 88, 89, 90, 96, 104, 108, 113, 116, 137, 142, 163, 165, 167, 168, 169, 170, 171, 174, 175, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "2048": [12, 21, 102], "alpha": [12, 21, 47, 97, 102, 120, 129, 135, 141], "energy_mod": [12, 21, 102], "reproduc": [12, 14, 21, 36], "scholarpedia": [12, 21, 102], "articl": [12, 21, 102, 103], "ulam_nonlinear_lattice_oscil": [12, 21, 102], "fput_out": [12, 21], "runtim": [12, 17, 21, 33, 191], "timing_run": [12, 16, 19, 21, 169, 182, 183, 184, 187, 190, 194, 195], "took": [12, 21, 167, 187, 189, 195], "4f": [12, 16, 19, 21, 182, 183, 184, 187, 194, 195], "46": [12, 21], "6e": [12, 21, 162, 164, 166, 168, 174, 175, 188, 189, 191], "fput_hamiltonian": [12, 21], "energy_step": [12, 21], "mode": [12, 21, 70, 102], "th": [12, 21, 88, 97, 102, 103, 113, 119, 120], "fput_energi": [12, 21], "16": [12, 21, 26, 27, 34, 88, 112, 113, 137, 163, 165, 170, 171, 177, 178, 183, 186, 187, 188, 190, 192, 194, 195], "fput_posit": [12, 21], "83": [12, 21], "475": [12, 21], "42": [12, 21], "59": [12, 21, 178, 192], 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19, 33, 70, 89, 90, 92, 93, 94, 95, 105, 107, 108, 111, 118, 122], "inexact": [16, 18, 19, 28, 35, 63, 64], "isdc": 16, "comparison": 16, "win": 16, "sdc_showdown": [16, 19], "sdc_timing_fish": [16, 19], "pickl": [16, 19, 28, 29, 30, 35], "generalizedfisher_1d_petsc": [16, 19, 85], "petsc_fisher_multiimplicit": [16, 19, 85, 105], "petsc_fisher_fullyimplicit": [16, 19, 85, 105], "petsc_fisher_semiimplicit": [16, 19, 85, 105], "generic_implicit": [16, 19, 26, 27, 28, 29, 34, 35, 140, 147, 166, 173, 174, 178, 179, 186, 187, 189, 191, 192, 193, 195], "imex_1st_ord": [16, 19, 140, 149, 167, 168, 169, 176, 177, 182, 183, 184, 187, 189, 190, 192, 194, 195], "multi_implicit": [16, 19, 140], "setup_paramet": [16, 19], "relev": [16, 19, 42, 189, 190], "nsweep": [16, 19, 26, 27, 34, 144, 148, 168, 170, 183, 184, 187, 189, 190, 194, 195], "q1": [16, 19, 150], "lu": [16, 19, 26, 27, 28, 29, 34, 35, 166, 173, 174, 177, 178, 179, 183, 184, 186, 187, 189, 191, 192, 193, 194, 195], "q2": [16, 19, 150], "qi": [16, 19, 26, 27, 28, 29, 30, 34, 35, 142, 143, 146, 148, 166, 168, 170, 173, 174, 177, 178, 179, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "nu": [16, 19, 26, 27, 28, 29, 30, 34, 35, 87, 90, 92, 93, 104, 105, 110, 111, 112, 113, 125, 162, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 176, 177, 179, 182, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "nvar": [16, 19, 26, 27, 28, 29, 30, 34, 35, 86, 87, 88, 89, 90, 92, 93, 94, 95, 98, 104, 105, 107, 108, 113, 118, 122, 137, 162, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 176, 177, 178, 179, 183, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "2049": [16, 19], "lambda0": [16, 19, 28, 29, 30, 35, 104, 105], "interv": [16, 19, 28, 29, 30, 35, 39, 45, 46, 71, 89, 104, 105, 120, 144, 145, 146, 147, 148, 149, 150, 151, 164, 165, 167, 169, 188, 189, 190], "nlsol_tol": [16, 19, 105, 107], "nlsol_maxit": [16, 19, 105, 107], "lsol_tol": [16, 19, 105, 107], "lsol_maxit": [16, 19, 105, 107], 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"implementations.problem_classes.AllenCahn_2D_FFT_gpu module": [[93, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"]], "implementations.problem_classes.AllenCahn_MPIFFT module": [[94, "module-implementations.problem_classes.AllenCahn_MPIFFT"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT module": [[95, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"]], "implementations.problem_classes.Auzinger_implicit module": [[96, "module-implementations.problem_classes.Auzinger_implicit"]], "implementations.problem_classes.Battery module": [[97, "module-implementations.problem_classes.Battery"]], "implementations.problem_classes.Boussinesq_2D_FD_imex module": [[98, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"]], "implementations.problem_classes.BuckConverter module": [[99, "module-implementations.problem_classes.BuckConverter"]], "implementations.problem_classes.DiscontinuousTestODE module": [[100, "module-implementations.problem_classes.DiscontinuousTestODE"]], "implementations.problem_classes.FastWaveSlowWave_0D module": [[101, "module-implementations.problem_classes.FastWaveSlowWave_0D"]], "implementations.problem_classes.FermiPastaUlamTsingou module": [[102, "module-implementations.problem_classes.FermiPastaUlamTsingou"]], "implementations.problem_classes.FullSolarSystem module": [[103, "module-implementations.problem_classes.FullSolarSystem"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module": [[104, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc module": [[105, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module": [[106, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic module": [[107, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"]], "implementations.problem_classes.GrayScott_MPIFFT module": [[108, "module-implementations.problem_classes.GrayScott_MPIFFT"]], "implementations.problem_classes.HarmonicOscillator module": [[109, "module-implementations.problem_classes.HarmonicOscillator"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module": [[110, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module": [[111, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced module": [[112, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"]], "implementations.problem_classes.HeatEquation_ND_FD module": [[113, "module-implementations.problem_classes.HeatEquation_ND_FD"]], "implementations.problem_classes.HeatEquation_ND_FD_CuPy module": [[114, "implementations-problem-classes-heatequation-nd-fd-cupy-module"]], "implementations.problem_classes.HenonHeiles module": [[115, "module-implementations.problem_classes.HenonHeiles"]], "implementations.problem_classes.LogisticEquation module": [[116, "module-implementations.problem_classes.LogisticEquation"]], "implementations.problem_classes.Lorenz module": [[117, "module-implementations.problem_classes.Lorenz"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module": [[118, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "implementations.problem_classes.OuterSolarSystem module": [[119, "module-implementations.problem_classes.OuterSolarSystem"]], "implementations.problem_classes.PenningTrap_3D module": [[120, "module-implementations.problem_classes.PenningTrap_3D"]], "implementations.problem_classes.Piline module": [[121, "module-implementations.problem_classes.Piline"]], "implementations.problem_classes.Quench module": [[122, "module-implementations.problem_classes.Quench"]], "implementations.problem_classes.TestEquation_0D module": [[123, "module-implementations.problem_classes.TestEquation_0D"]], "implementations.problem_classes.Van_der_Pol_implicit module": [[124, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module": [[125, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "implementations.problem_classes.acoustic_helpers package": [[126, "implementations-problem-classes-acoustic-helpers-package"]], "implementations.problem_classes.acoustic_helpers.buildFDMatrix module": [[127, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module": [[128, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "implementations.problem_classes.acoustic_helpers.standard_integrators module": [[129, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers package": [[130, "implementations-problem-classes-boussinesq-helpers-package"]], "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module": [[131, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module": [[132, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module": [[133, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.helper_classes module": [[134, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators module": [[135, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers.unflatten module": [[136, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "implementations.problem_classes.generic_ND_FD module": [[137, "module-implementations.problem_classes.generic_ND_FD"]], "implementations.problem_classes.nonlinear_ODE_1 module": [[138, "module-implementations.problem_classes.nonlinear_ODE_1"]], "implementations.problem_classes.polynomial_test_problem module": [[139, "module-implementations.problem_classes.polynomial_test_problem"]], "implementations.sweeper_classes package": [[140, "implementations-sweeper-classes-package"]], "implementations.sweeper_classes.Multistep module": [[141, "module-implementations.sweeper_classes.Multistep"]], "implementations.sweeper_classes.Runge_Kutta module": [[142, "module-implementations.sweeper_classes.Runge_Kutta"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom module": [[143, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"]], "implementations.sweeper_classes.boris_2nd_order module": [[144, "module-implementations.sweeper_classes.boris_2nd_order"]], "implementations.sweeper_classes.explicit module": [[145, "module-implementations.sweeper_classes.explicit"]], "implementations.sweeper_classes.generic_implicit module": [[146, "module-implementations.sweeper_classes.generic_implicit"]], "implementations.sweeper_classes.generic_implicit_MPI module": [[147, "module-implementations.sweeper_classes.generic_implicit_MPI"]], "implementations.sweeper_classes.imex_1st_order module": [[148, "module-implementations.sweeper_classes.imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order_mass module": [[149, "module-implementations.sweeper_classes.imex_1st_order_mass"]], "implementations.sweeper_classes.multi_implicit module": [[150, "module-implementations.sweeper_classes.multi_implicit"]], "implementations.sweeper_classes.verlet module": [[151, "module-implementations.sweeper_classes.verlet"]], "implementations.transfer_classes package": [[152, "implementations-transfer-classes-package"]], "implementations.transfer_classes.BaseTransfer_mass module": [[153, "module-implementations.transfer_classes.BaseTransfer_mass"]], "implementations.transfer_classes.TransferFenicsMesh module": [[154, "module-implementations.transfer_classes.TransferFenicsMesh"]], "implementations.transfer_classes.TransferMesh module": [[155, "module-implementations.transfer_classes.TransferMesh"]], "implementations.transfer_classes.TransferMesh_FFT module": [[156, "module-implementations.transfer_classes.TransferMesh_FFT"]], "implementations.transfer_classes.TransferMesh_FFT2D module": [[157, "module-implementations.transfer_classes.TransferMesh_FFT2D"]], "implementations.transfer_classes.TransferMesh_MPIFFT module": [[158, "module-implementations.transfer_classes.TransferMesh_MPIFFT"]], "implementations.transfer_classes.TransferMesh_NoCoarse module": [[159, "module-implementations.transfer_classes.TransferMesh_NoCoarse"]], "implementations.transfer_classes.TransferPETScDMDA module": [[160, "module-implementations.transfer_classes.TransferPETScDMDA"]], "implementations.transfer_classes.TransferParticles_NoCoarse module": [[161, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "Step-1: A first spatial problem": [[188, "step-1-a-first-spatial-problem"]], "Part A: Spatial problem setup": [[188, "part-a-spatial-problem-setup"]], "Part B: Spatial accuracy check": [[188, "part-b-spatial-accuracy-check"]], "Part C: Collocation problem setup": [[188, "part-c-collocation-problem-setup"]], "Part D: Collocation accuracy test": [[188, "part-d-collocation-accuracy-test"]], "Step-2: Data structures and my first sweeper": [[189, "step-2-data-structures-and-my-first-sweeper"]], "Part A: Step data structure": [[189, "part-a-step-data-structure"]], "Part B: My first sweeper": [[189, "part-b-my-first-sweeper"]], "Part C: Using pySDC\u2019s frontend": [[189, "part-c-using-pysdc-s-frontend"]], "Step-3: Statistics and a new sweeper": [[190, "step-3-statistics-and-a-new-sweeper"]], "Part A: Getting statistics": [[190, "part-a-getting-statistics"]], "Part B: Adding statistics": [[190, "part-b-adding-statistics"]], "Part C: Studying collocation node types": [[190, "part-c-studying-collocation-node-types"]], "Step-4: Multilevel SDC": [[191, "step-4-multilevel-sdc"]], "Part A: Spatial transfer operators": [[191, "part-a-spatial-transfer-operators"]], "Part B: Multilevel hierarchy": [[191, "part-b-multilevel-hierarchy"]], "Part C: SDC vs. MLSDC": [[191, "part-c-sdc-vs-mlsdc"]], "Part D: MLSDC with particles": [[191, "part-d-mlsdc-with-particles"]], "Step-5: PFASST": [[192, "step-5-pfasst"]], "Part A: Multistep multilevel hierarchy": [[192, "part-a-multistep-multilevel-hierarchy"]], "Part B: My first PFASST run": [[192, "part-b-my-first-pfasst-run"]], "Part C: Advection and PFASST": [[192, "part-c-advection-and-pfasst"]], "Step-6: Advanced PFASST controllers": [[193, "step-6-advanced-pfasst-controllers"]], "Part A: The nonMPI controller": [[193, "part-a-the-nonmpi-controller"]], "Part B: Odd temporal distribution": [[193, "part-b-odd-temporal-distribution"]], "Part C: MPI parallelization": [[193, "part-c-mpi-parallelization"]], "Step-7: pySDC with external libraries": [[194, "step-7-pysdc-with-external-libraries"]], "Part A: pySDC and FEniCS": [[194, "part-a-pysdc-and-fenics"]], "Part B: mpi4py-fft for parallel Fourier transforms": [[194, "part-b-mpi4py-fft-for-parallel-fourier-transforms"]], "Part C: Time-parallel pySDC with space-parallel PETSc": [[194, "part-c-time-parallel-pysdc-with-space-parallel-petsc"]], "Step-8: Advanced topics": [[195, "step-8-advanced-topics"]], "Part A: Visualizing Residuals": [[195, "part-a-visualizing-residuals"]], "Part B: Multi-step SDC": [[195, "part-b-multi-step-sdc"]], "Part C: Iteration estimator": [[195, "part-c-iteration-estimator"]], "Part X: To be continued\u2026": [[195, "part-x-to-be-continued"]]}, "indexentries": {"core": [[37, "module-core"]], "module": [[37, "module-core"], [38, "module-core.BaseTransfer"], [39, "module-core.Collocation"], [40, "module-core.Common"], [41, "module-core.Controller"], [42, "module-core.ConvergenceController"], [43, "module-core.Errors"], [44, "module-core.Hooks"], [45, "module-core.Lagrange"], [46, "module-core.Level"], [47, "module-core.Nodes"], [48, "module-core.Problem"], [49, "module-core.SpaceTransfer"], [50, "module-core.Step"], [51, "module-core.Sweeper"], [52, "module-helpers"], [53, "module-helpers.plot_helper"], [54, "module-helpers.problem_helper"], [55, "module-helpers.pysdc_helper"], [56, "module-helpers.stats_helper"], [57, "module-helpers.transfer_helper"], [58, "module-helpers.visualization_tools"], [59, "module-implementations"], [60, "module-implementations.controller_classes"], [61, 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(base_transfer method)": [[38, "core.BaseTransfer.base_transfer.prolong_f"]], "restrict() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.restrict"]], "collbase (class in core.collocation)": [[39, "core.Collocation.CollBase"]], "qmat (collbase attribute)": [[39, "core.Collocation.CollBase.Qmat"]], "smat (collbase attribute)": [[39, "core.Collocation.CollBase.Smat"]], "core.collocation": [[39, "module-core.Collocation"]], "delta_m (collbase attribute)": [[39, "core.Collocation.CollBase.delta_m"]], "evaluate() (collbase static method)": [[39, "core.Collocation.CollBase.evaluate"]], "left_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.left_is_node"]], "nodes (collbase attribute)": [[39, "core.Collocation.CollBase.nodes"]], "num_nodes (collbase attribute)": [[39, "core.Collocation.CollBase.num_nodes"]], "right_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.right_is_node"]], "tleft (collbase attribute)": [[39, "core.Collocation.CollBase.tleft"]], "tright (collbase attribute)": [[39, "core.Collocation.CollBase.tright"]], "weights (collbase attribute)": [[39, "core.Collocation.CollBase.weights"]], "registerparams (class in core.common)": [[40, "core.Common.RegisterParams"]], "_parnames (registerparams attribute)": [[40, "core.Common.RegisterParams._parNames"]], "_parnamesreadonly (registerparams attribute)": [[40, "core.Common.RegisterParams._parNamesReadOnly"]], "core.common": [[40, "module-core.Common"]], "params (registerparams attribute)": [[40, "core.Common.RegisterParams.params"]], "params (registerparams property)": [[40, "id0"]], "add_convergence_controller() (controller method)": [[41, "core.Controller.controller.add_convergence_controller"]], "add_hook() (controller method)": [[41, "core.Controller.controller.add_hook"]], "controller (class in core.controller)": [[41, "core.Controller.controller"]], "core.controller": [[41, "module-core.Controller"]], "dump_setup() (controller method)": [[41, "core.Controller.controller.dump_setup"]], "get_convergence_controllers_as_table() (controller method)": [[41, "core.Controller.controller.get_convergence_controllers_as_table"]], "hooks (controller property)": [[41, "core.Controller.controller.hooks"]], "return_stats() (controller method)": [[41, "core.Controller.controller.return_stats"]], "run() (controller method)": [[41, "core.Controller.controller.run"]], "setup_convergence_controllers() (controller method)": [[41, "core.Controller.controller.setup_convergence_controllers"]], "welcome_message() (controller method)": [[41, "core.Controller.controller.welcome_message"]], "convergencecontroller (class in core.convergencecontroller)": [[42, "core.ConvergenceController.ConvergenceController"]], "pars (class in core.convergencecontroller)": [[42, "core.ConvergenceController.Pars"]], "recv() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.Recv"], [42, "core.ConvergenceController.ConvergenceController.recv"]], "send() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.Send"], [42, "core.ConvergenceController.ConvergenceController.send"]], "status (class in core.convergencecontroller)": [[42, "core.ConvergenceController.Status"]], "add_variable() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.add_variable"]], "check_iteration_status() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.check_iteration_status"]], "check_parameters() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.check_parameters"]], "convergence_control() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.convergence_control"]], "core.convergencecontroller": [[42, "module-core.ConvergenceController"]], "debug() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.debug"]], "dependencies() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.dependencies"]], "determine_restart() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.determine_restart"]], "get_new_step_size() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.get_new_step_size"]], "log() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.log"]], "post_iteration_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_iteration_processing"]], "post_spread_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_spread_processing"]], "post_step_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.post_step_processing"]], "pre_iteration_processing() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.pre_iteration_processing"]], "prepare_mpi_datatypes() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_MPI_datatypes"]], "prepare_next_block() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.prepare_next_block"]], "reset_buffers_nonmpi() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_buffers_nonMPI"]], "reset_status_variables() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_status_variables"]], "reset_variable() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.reset_variable"]], "setup() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.setup"]], "setup_status_variables() (convergencecontroller method)": [[42, "core.ConvergenceController.ConvergenceController.setup_status_variables"]], "collocationerror": [[43, "core.Errors.CollocationError"]], "communicationerror": [[43, "core.Errors.CommunicationError"]], "controllererror": [[43, "core.Errors.ControllerError"]], "convergenceerror": [[43, "core.Errors.ConvergenceError"]], "dataerror": [[43, "core.Errors.DataError"]], "parametererror": [[43, "core.Errors.ParameterError"]], "problemerror": [[43, "core.Errors.ProblemError"]], "readonlyerror": [[43, "core.Errors.ReadOnlyError"]], "transfererror": [[43, "core.Errors.TransferError"]], "unlockerror": [[43, "core.Errors.UnlockError"]], "core.errors": [[43, "module-core.Errors"]], "entry (class in core.hooks)": [[44, "core.Hooks.Entry"]], "__num_restarts (hooks attribute)": [[44, "core.Hooks.hooks.__num_restarts"]], "__stats (hooks attribute)": [[44, "core.Hooks.hooks.__stats"]], "add_to_stats() (hooks method)": [[44, "core.Hooks.hooks.add_to_stats"]], "core.hooks": [[44, "module-core.Hooks"]], "entry (hooks attribute)": [[44, "core.Hooks.hooks.entry"], [44, "id0"]], "hooks (class in core.hooks)": [[44, "core.Hooks.hooks"]], "increment_stats() (hooks method)": [[44, "core.Hooks.hooks.increment_stats"]], "iter (entry attribute)": [[44, "core.Hooks.Entry.iter"]], "level (entry attribute)": [[44, "core.Hooks.Entry.level"]], "logger (hooks attribute)": [[44, "core.Hooks.hooks.logger"]], "meta_data (hooks attribute)": [[44, "core.Hooks.hooks.meta_data"]], "num_restarts (entry attribute)": [[44, "core.Hooks.Entry.num_restarts"]], "post_comm() (hooks method)": [[44, "core.Hooks.hooks.post_comm"]], "post_iteration() (hooks method)": [[44, "core.Hooks.hooks.post_iteration"]], "post_predict() (hooks method)": [[44, "core.Hooks.hooks.post_predict"]], "post_run() (hooks method)": [[44, "core.Hooks.hooks.post_run"]], "post_setup() (hooks method)": [[44, "core.Hooks.hooks.post_setup"]], "post_step() (hooks method)": [[44, "core.Hooks.hooks.post_step"]], "post_sweep() (hooks method)": [[44, "core.Hooks.hooks.post_sweep"]], "pre_comm() (hooks method)": [[44, "core.Hooks.hooks.pre_comm"]], "pre_iteration() (hooks method)": [[44, "core.Hooks.hooks.pre_iteration"]], "pre_predict() (hooks method)": [[44, "core.Hooks.hooks.pre_predict"]], "pre_run() (hooks method)": [[44, "core.Hooks.hooks.pre_run"]], "pre_setup() (hooks method)": [[44, "core.Hooks.hooks.pre_setup"]], "pre_step() (hooks method)": [[44, "core.Hooks.hooks.pre_step"]], "pre_sweep() (hooks method)": [[44, "core.Hooks.hooks.pre_sweep"]], "process (entry attribute)": [[44, "core.Hooks.Entry.process"]], "process_sweeper (entry attribute)": [[44, "core.Hooks.Entry.process_sweeper"]], "reset_stats() (hooks method)": [[44, "core.Hooks.hooks.reset_stats"]], "return_stats() (hooks method)": [[44, "core.Hooks.hooks.return_stats"]], "sweep (entry attribute)": [[44, "core.Hooks.Entry.sweep"]], "time (entry attribute)": [[44, "core.Hooks.Entry.time"]], "type (entry attribute)": [[44, "core.Hooks.Entry.type"]], "lagrangeapproximation (class in core.lagrange)": [[45, "core.Lagrange.LagrangeApproximation"]], "computefejerrule() (in module core.lagrange)": [[45, "core.Lagrange.computeFejerRule"]], "core.lagrange": [[45, "module-core.Lagrange"]], "getintegrationmatrix() (lagrangeapproximation method)": [[45, "core.Lagrange.LagrangeApproximation.getIntegrationMatrix"]], "getinterpolationmatrix() (lagrangeapproximation method)": [[45, "core.Lagrange.LagrangeApproximation.getInterpolationMatrix"]], "n (lagrangeapproximation property)": [[45, "core.Lagrange.LagrangeApproximation.n"]], "points (lagrangeapproximation attribute)": [[45, "core.Lagrange.LagrangeApproximation.points"]], "weights (lagrangeapproximation attribute)": [[45, "core.Lagrange.LagrangeApproximation.weights"]], "core.level": [[46, "module-core.Level"]], "dt (level property)": [[46, "core.Level.level.dt"]], "f (level attribute)": [[46, "core.Level.level.f"]], "fold (level attribute)": [[46, "core.Level.level.fold"]], "level (class in core.level)": [[46, "core.Level.level"]], "level_index (level attribute)": [[46, "core.Level.level.level_index"]], "params (level attribute)": [[46, "core.Level.level.params"]], "prob (level property)": [[46, "core.Level.level.prob"]], "reset_level() (level method)": [[46, "core.Level.level.reset_level"]], "status (level attribute)": [[46, "core.Level.level.status"]], "sweep (level property)": [[46, "core.Level.level.sweep"]], "tag (level property)": [[46, "core.Level.level.tag"]], "tau (level attribute)": [[46, "core.Level.level.tau"]], "time (level property)": [[46, "core.Level.level.time"]], "u (level attribute)": [[46, "core.Level.level.u"]], "uend (level attribute)": [[46, "core.Level.level.uend"]], "uold (level attribute)": [[46, "core.Level.level.uold"]], "nodeserror": [[47, "core.Nodes.NodesError"]], "nodesgenerator (class in core.nodes)": [[47, "core.Nodes.NodesGenerator"]], "core.nodes": [[47, "module-core.Nodes"]], "evalorthogpoly() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.evalOrthogPoly"]], "getnodes() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getNodes"]], "getorthogpolycoefficients() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getOrthogPolyCoefficients"]], "gettridiagcoefficients() (nodesgenerator method)": [[47, "core.Nodes.NodesGenerator.getTridiagCoefficients"]], "node_type (nodesgenerator attribute)": [[47, "core.Nodes.NodesGenerator.node_type"]], "quad_type (nodesgenerator attribute)": [[47, "core.Nodes.NodesGenerator.quad_type"]], "workcounter (class in core.problem)": [[48, "core.Problem.WorkCounter"]], "apply_mass_matrix() (ptype method)": [[48, "core.Problem.ptype.apply_mass_matrix"]], "core.problem": [[48, "module-core.Problem"]], "decrement() (workcounter method)": [[48, "core.Problem.WorkCounter.decrement"]], "dtype_f (ptype attribute)": [[48, "core.Problem.ptype.dtype_f"]], "dtype_u (ptype attribute)": [[48, "core.Problem.ptype.dtype_u"]], "eval_f() (ptype method)": [[48, "core.Problem.ptype.eval_f"]], "f_init (ptype property)": [[48, "core.Problem.ptype.f_init"]], "generate_scipy_reference_solution() (ptype method)": [[48, "core.Problem.ptype.generate_scipy_reference_solution"]], "logger (ptype attribute)": [[48, "core.Problem.ptype.logger"], [48, "id0"]], "ptype (class in core.problem)": [[48, "core.Problem.ptype"]], "u_init (ptype property)": [[48, "core.Problem.ptype.u_init"]], "coarse_prob (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.coarse_prob"]], "core.spacetransfer": [[49, "module-core.SpaceTransfer"]], "fine_prob (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.fine_prob"]], "logger (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.logger"]], "params (space_transfer attribute)": [[49, "core.SpaceTransfer.space_transfer.params"]], "prolong() (space_transfer method)": [[49, "core.SpaceTransfer.space_transfer.prolong"]], "restrict() (space_transfer method)": [[49, "core.SpaceTransfer.space_transfer.restrict"]], "space_transfer (class in core.spacetransfer)": [[49, "core.SpaceTransfer.space_transfer"]], "connect_levels() (step method)": [[50, "core.Step.step.connect_levels"]], "core.step": [[50, "module-core.Step"]], "dt (step property)": [[50, "core.Step.step.dt"]], "init_step() (step method)": [[50, "core.Step.step.init_step"]], "levels (step attribute)": [[50, "core.Step.step.levels"]], "logger (step attribute)": [[50, "core.Step.step.logger"]], "next (step property)": [[50, "core.Step.step.next"]], "params (step attribute)": [[50, "core.Step.step.params"]], "prev (step property)": [[50, "core.Step.step.prev"]], "reset_step() (step method)": [[50, "core.Step.step.reset_step"]], "status (step attribute)": [[50, "core.Step.step.status"]], "step (class in core.step)": [[50, "core.Step.step"]], "time (step property)": [[50, "core.Step.step.time"]], "transfer() (step method)": [[50, "core.Step.step.transfer"]], "coll (sweeper attribute)": [[51, "core.Sweeper.sweeper.coll"]], "compute_end_point() (sweeper method)": [[51, "core.Sweeper.sweeper.compute_end_point"]], "compute_residual() (sweeper method)": [[51, "core.Sweeper.sweeper.compute_residual"]], "core.sweeper": [[51, "module-core.Sweeper"]], "get_qdelta_explicit() (sweeper method)": [[51, "core.Sweeper.sweeper.get_Qdelta_explicit"]], "get_qdelta_implicit() (sweeper method)": [[51, "core.Sweeper.sweeper.get_Qdelta_implicit"]], "integrate() (sweeper method)": [[51, "core.Sweeper.sweeper.integrate"]], "level (sweeper property)": [[51, "core.Sweeper.sweeper.level"]], "logger (sweeper attribute)": [[51, "core.Sweeper.sweeper.logger"]], "params (sweeper attribute)": [[51, "core.Sweeper.sweeper.params"]], "predict() (sweeper method)": [[51, "core.Sweeper.sweeper.predict"]], "rank (sweeper property)": [[51, "core.Sweeper.sweeper.rank"]], "sweeper (class in core.sweeper)": [[51, "core.Sweeper.sweeper"]], "update_nodes() (sweeper method)": [[51, "core.Sweeper.sweeper.update_nodes"]], "helpers": [[52, "module-helpers"]], "figsize() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.figsize"]], "figsize_by_journal() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.figsize_by_journal"]], "helpers.plot_helper": [[53, "module-helpers.plot_helper"]], "newfig() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.newfig"]], "savefig() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.savefig"]], "setup_mpl() (in module helpers.plot_helper)": [[53, "helpers.plot_helper.setup_mpl"]], "get_finite_difference_matrix() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_finite_difference_matrix"]], "get_finite_difference_stencil() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_finite_difference_stencil"]], "get_steps() (in module helpers.problem_helper)": [[54, "helpers.problem_helper.get_steps"]], "helpers.problem_helper": [[54, "module-helpers.problem_helper"]], "frozenclass (class in helpers.pysdc_helper)": [[55, "helpers.pysdc_helper.FrozenClass"]], "__isfrozen (frozenclass attribute)": [[55, "helpers.pysdc_helper.FrozenClass.__isfrozen"]], "get() (frozenclass method)": [[55, "helpers.pysdc_helper.FrozenClass.get"]], "helpers.pysdc_helper": [[55, "module-helpers.pysdc_helper"]], "filter_stats() (in module helpers.stats_helper)": [[56, "helpers.stats_helper.filter_stats"]], "get_list_of_types() (in module helpers.stats_helper)": [[56, "helpers.stats_helper.get_list_of_types"]], "get_sorted() (in module helpers.stats_helper)": [[56, "helpers.stats_helper.get_sorted"]], "helpers.stats_helper": [[56, "module-helpers.stats_helper"]], "sort_stats() (in module helpers.stats_helper)": [[56, "helpers.stats_helper.sort_stats"]], "border_padding() (in module helpers.transfer_helper)": [[57, "helpers.transfer_helper.border_padding"]], "continue_periodic_array() (in module helpers.transfer_helper)": [[57, "helpers.transfer_helper.continue_periodic_array"]], "helpers.transfer_helper": [[57, "module-helpers.transfer_helper"]], "interpolation_matrix_1d() (in module helpers.transfer_helper)": [[57, "helpers.transfer_helper.interpolation_matrix_1d"]], "next_neighbors() (in module helpers.transfer_helper)": [[57, "helpers.transfer_helper.next_neighbors"]], "next_neighbors_periodic() (in module helpers.transfer_helper)": [[57, "helpers.transfer_helper.next_neighbors_periodic"]], "restriction_matrix_1d() (in module helpers.transfer_helper)": [[57, "helpers.transfer_helper.restriction_matrix_1d"]], "helpers.visualization_tools": [[58, "module-helpers.visualization_tools"]], "show_residual_across_simulation() (in module helpers.visualization_tools)": [[58, "helpers.visualization_tools.show_residual_across_simulation"]], "implementations": [[59, "module-implementations"]], "implementations.controller_classes": [[60, "module-implementations.controller_classes"]], "check_iteration_estimate() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.check_iteration_estimate"]], "controller_mpi (class in implementations.controller_classes.controller_mpi)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI"]], "default() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.default"]], "implementations.controller_classes.controller_mpi": [[61, "module-implementations.controller_classes.controller_MPI"]], "it_check() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.it_check"]], "it_coarse() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.it_coarse"]], "it_down() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.it_down"]], "it_fine() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.it_fine"]], "it_up() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.it_up"]], "pfasst() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.pfasst"]], "predict() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.predict"]], "recv() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.recv"]], "recv_full() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.recv_full"]], "restart_block() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.restart_block"]], "run() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.run"]], "send_full() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.send_full"]], "spread() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.spread"]], "wait_with_interrupt() (controller_mpi method)": [[61, "implementations.controller_classes.controller_MPI.controller_MPI.wait_with_interrupt"]], "controller_nonmpi (class in implementations.controller_classes.controller_nonmpi)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI"]], "default() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.default"]], "implementations.controller_classes.controller_nonmpi": [[62, "module-implementations.controller_classes.controller_nonMPI"]], "it_check() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_check"]], "it_coarse() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_coarse"]], "it_down() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_down"]], "it_fine() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_fine"]], "it_up() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.it_up"]], "pfasst() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.pfasst"]], "predict() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.predict"]], "recv_full() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.recv_full"]], "restart_block() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.restart_block"]], "run() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.run"]], "send_full() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.send_full"]], "spread() (controller_nonmpi method)": [[62, "implementations.controller_classes.controller_nonMPI.controller_nonMPI.spread"]], "implementations.convergence_controller_classes": [[63, "module-implementations.convergence_controller_classes"]], "adaptivecollocation (class in implementations.convergence_controller_classes.adaptive_collocation)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation"]], "check_parameters() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.check_parameters"]], "implementations.convergence_controller_classes.adaptive_collocation": [[64, "module-implementations.convergence_controller_classes.adaptive_collocation"]], "matmul() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.matmul"]], "post_iteration_processing() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.post_iteration_processing"]], "post_spread_processing() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.post_spread_processing"]], "reset_status_variables() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.reset_status_variables"]], "setup() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.setup"]], "setup_status_variables() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.setup_status_variables"]], "switch_sweeper() (adaptivecollocation method)": [[64, "implementations.convergence_controller_classes.adaptive_collocation.AdaptiveCollocation.switch_sweeper"]], "adaptivity (class in implementations.convergence_controller_classes.adaptivity)": [[65, "implementations.convergence_controller_classes.adaptivity.Adaptivity"]], "adaptivitybase (class in implementations.convergence_controller_classes.adaptivity)": [[65, "implementations.convergence_controller_classes.adaptivity.AdaptivityBase"]], "adaptivitycollocation (class in implementations.convergence_controller_classes.adaptivity)": [[65, "implementations.convergence_controller_classes.adaptivity.AdaptivityCollocation"]], "adaptivityextrapolationwithinq (class in implementations.convergence_controller_classes.adaptivity)": [[65, 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"implementations.problem_classes.PenningTrap_3D.penningtrap.build_f"]], "dtype_f (penningtrap attribute)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.dtype_f"]], "dtype_u (penningtrap attribute)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.dtype_u"]], "eval_f() (penningtrap method)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.eval_f"]], "fast_interactions() (penningtrap static method)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.fast_interactions"]], "get_interactions() (penningtrap method)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.get_interactions"]], "implementations.problem_classes.penningtrap_3d": [[120, "module-implementations.problem_classes.PenningTrap_3D"]], "penningtrap (class in implementations.problem_classes.penningtrap_3d)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap"]], "u_exact() (penningtrap method)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.u_exact"]], "u_init() (penningtrap method)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.u_init"]], "work_counter (penningtrap attribute)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.work_counter"]], "dtype_f (piline attribute)": [[121, "implementations.problem_classes.Piline.piline.dtype_f"]], "dtype_u (piline attribute)": [[121, "implementations.problem_classes.Piline.piline.dtype_u"]], "eval_f() (piline method)": [[121, "implementations.problem_classes.Piline.piline.eval_f"]], "implementations.problem_classes.piline": [[121, "module-implementations.problem_classes.Piline"]], "piline (class in implementations.problem_classes.piline)": [[121, "implementations.problem_classes.Piline.piline"]], "solve_system() (piline method)": [[121, "implementations.problem_classes.Piline.piline.solve_system"]], "u_exact() (piline method)": [[121, "implementations.problem_classes.Piline.piline.u_exact"]], "a (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.A"]], "id (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.Id"]], "quench (class in implementations.problem_classes.quench)": [[122, "implementations.problem_classes.Quench.Quench"]], "quenchimex (class in implementations.problem_classes.quench)": [[122, "implementations.problem_classes.Quench.QuenchIMEX"]], "dtype_f (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.dtype_f"]], "dtype_f (quenchimex attribute)": [[122, "implementations.problem_classes.Quench.QuenchIMEX.dtype_f"]], "dtype_u (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.dtype_u"]], "dx (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.dx"]], "eval_f() (quench method)": [[122, "implementations.problem_classes.Quench.Quench.eval_f"]], "eval_f() (quenchimex method)": [[122, "implementations.problem_classes.Quench.QuenchIMEX.eval_f"]], "eval_f_non_linear() (quench method)": [[122, "implementations.problem_classes.Quench.Quench.eval_f_non_linear"]], "get_non_linear_jacobian() (quench method)": [[122, "implementations.problem_classes.Quench.Quench.get_non_linear_Jacobian"]], "implementations.problem_classes.quench": [[122, "module-implementations.problem_classes.Quench"]], "leak (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.leak"]], "solve_system() (quench method)": [[122, "implementations.problem_classes.Quench.Quench.solve_system"]], "solve_system() (quenchimex method)": [[122, "implementations.problem_classes.Quench.QuenchIMEX.solve_system"]], "u_exact() (quench method)": [[122, "implementations.problem_classes.Quench.Quench.u_exact"]], "u_exact() (quenchimex method)": [[122, "implementations.problem_classes.Quench.QuenchIMEX.u_exact"]], "xv (quench attribute)": [[122, "implementations.problem_classes.Quench.Quench.xv"]], "a (testequation0d attribute)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d.A"]], "dtype_f (testequation0d attribute)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d.dtype_f"]], "dtype_u (testequation0d attribute)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d.dtype_u"]], "eval_f() (testequation0d method)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d.eval_f"]], "implementations.problem_classes.testequation_0d": [[123, "module-implementations.problem_classes.TestEquation_0D"]], "solve_system() (testequation0d method)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d.solve_system"]], "testequation0d (class in implementations.problem_classes.testequation_0d)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d"]], "u_exact() (testequation0d method)": [[123, "implementations.problem_classes.TestEquation_0D.testequation0d.u_exact"]], "dtype_f (vanderpol attribute)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_f"]], "dtype_u (vanderpol attribute)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_u"]], "eval_f() (vanderpol method)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.eval_f"]], "implementations.problem_classes.van_der_pol_implicit": [[124, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "solve_system() (vanderpol method)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.solve_system"]], "u_exact() (vanderpol method)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.u_exact"]], "vanderpol (class in implementations.problem_classes.van_der_pol_implicit)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol"]], "work_counters (vanderpol attribute)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.work_counters"]], "k (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.K"]], "m (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.M"]], "v (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.V"]], "dtype_f (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_f"]], "dtype_u (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_u"]], "eval_f() (fenics_vortex_2d method)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.eval_f"]], "fenics_vortex_2d (class in implementations.problem_classes.vorticityvelocity_2d_fenics_periodic)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d"]], "implementations.problem_classes.vorticityvelocity_2d_fenics_periodic": [[125, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "solve_system() (fenics_vortex_2d method)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.solve_system"]], "u_exact() (fenics_vortex_2d method)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.u_exact"]], "implementations.problem_classes.acoustic_helpers": [[126, "module-implementations.problem_classes.acoustic_helpers"]], "getbcleft() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCRight"]], "gethorizontaldx() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getHorizontalDx"]], "getmatrix() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getMatrix"]], "implementations.problem_classes.acoustic_helpers.buildfdmatrix": [[127, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "getwave1dadvectionmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DAdvectionMatrix"]], "getwave1dmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DMatrix"]], "getwavebcleft() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCLeft"]], "getwavebcright() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCRight"]], "implementations.problem_classes.acoustic_helpers.buildwave1dmatrix": [[128, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "bdf2 (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk"]], "f() (dirk method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f"]], "f_fast() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast"]], "f_fast_solve() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast_solve"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast_solve"]], "f_slow() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_slow"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_slow"]], "f_solve() (dirk method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f_solve"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f_solve"]], "firsttimestep() (bdf2 method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.firsttimestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.firsttimestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators": [[129, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex"]], "timestep() (bdf2 method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.timestep"]], "timestep() (dirk method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.timestep"]], "timestep() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.timestep"]], "timestep() (trapezoidal method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.timestep"]], "trapezoidal (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers": [[130, "module-implementations.problem_classes.boussinesq_helpers"]], "get2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMatrix"]], "get2dmesh() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMesh"]], "get2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DUpwindMatrix"]], "getbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCHorizontal"]], "getbcvertical() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCVertical"]], "implementations.problem_classes.boussinesq_helpers.build2dfdmatrix": [[131, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "getboussinesq2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DMatrix"]], "getboussinesq2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DUpwindMatrix"]], "getboussinesqbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCHorizontal"]], "getboussinesqbcvertical() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix": [[132, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "getbcleft() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCRight"]], "getmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getMatrix"]], "getupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getUpwindMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildfdmatrix": [[133, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "callback (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback"]], "add() (logging method)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging.add"]], "getcounter() (callback method)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getcounter"]], "getresidual() (callback method)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getresidual"]], "implementations.problem_classes.boussinesq_helpers.helper_classes": [[134, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "logging (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging"]], "numsmalltimesteps() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.NumSmallTimeSteps"]], "rk3lin() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.RK3Lin"]], "splitexplicit (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit"]], "verletlin() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.VerletLin"]], "bdf2 (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk"]], "f() (bdf2 method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f"]], "f() (trapezoidal method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f"]], "f_fast() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fast"]], "f_fastmom() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastMom"]], "f_fastther() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastTher"]], "f_slow() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_slow"]], "f_solve() (bdf2 method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f_solve"]], "f_solve() (trapezoidal method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f_solve"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators": [[135, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex"]], "timestep() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.timestep"]], "trapezoidal (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers.unflatten": [[136, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "unflatten() (in module implementations.problem_classes.boussinesq_helpers.unflatten)": [[136, "implementations.problem_classes.boussinesq_helpers.unflatten.unflatten"]], "a (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.A"]], "genericndimfindiff (class in implementations.problem_classes.generic_nd_fd)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff"]], "id (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.Id"]], "dtype_f (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_f"]], "dtype_u (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_u"]], "dx (genericndimfindiff property)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dx"]], "eval_f() (genericndimfindiff method)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.eval_f"]], "grids (genericndimfindiff property)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.grids"]], "implementations.problem_classes.generic_nd_fd": [[137, "module-implementations.problem_classes.generic_ND_FD"]], "ndim (genericndimfindiff property)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.ndim"]], "solve_system() (genericndimfindiff method)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.solve_system"]], "xvalues (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.xvalues"]], "dtype_f (nonlinear_ode_1 attribute)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_f"]], "dtype_u (nonlinear_ode_1 attribute)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_u"]], "eval_f() (nonlinear_ode_1 method)": [[138, 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\ No newline at end of file
+Search.setIndex({"docnames": ["CHANGELOG", "CODE_OF_CONDUCT", "CONTRIBUTING", "README", "docs/contrib/01_pull_requests", "docs/contrib/02_continuous_integration", "docs/contrib/03_naming_conventions", "docs/contrib/04_custom_implementations", "docs/contrib/05_documenting_code", "index", "projects/AllenCahn_Bayreuth", "projects/DAE", "projects/Hamiltonian", "projects/PinTSimE", "projects/RDC", "projects/Resilience", "projects/SDC_showdown", "projects/asymp_conv", "projects/compression", "projects/doc_SDC_showdown", "projects/doc_asympconv", "projects/doc_fput", "projects/doc_fwsw_acoustic", "projects/doc_fwsw_boussinesq", "projects/doc_fwsw_theory", "projects/doc_hamiltonian_simple", "projects/doc_matrixPFASST_matrix", "projects/doc_matrixPFASST_propagator", "projects/doc_parallelSDC_nonlinear", "projects/doc_parallelSDC_preconditioner", "projects/doc_parallelSDC_preconditioner_MPI", "projects/doc_performance", "projects/doc_solar_system", "projects/fwsw", "projects/matrixPFASST", 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"implementations.problem_classes.HeatEquation_2D_PETSc_forced module", "implementations.problem_classes.HeatEquation_ND_FD module", "implementations.problem_classes.HeatEquation_ND_FD_CuPy module", "implementations.problem_classes.HenonHeiles module", "implementations.problem_classes.LogisticEquation module", "implementations.problem_classes.Lorenz module", "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module", "implementations.problem_classes.OuterSolarSystem module", "implementations.problem_classes.PenningTrap_3D module", "implementations.problem_classes.Piline module", "implementations.problem_classes.Quench module", "implementations.problem_classes.TestEquation_0D module", "implementations.problem_classes.Van_der_Pol_implicit module", "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module", "implementations.problem_classes.acoustic_helpers package", "implementations.problem_classes.acoustic_helpers.buildFDMatrix module", 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"implementations.transfer_classes.TransferMesh_NoCoarse module", "implementations.transfer_classes.TransferPETScDMDA module", "implementations.transfer_classes.TransferParticles_NoCoarse module", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "&lt;no title&gt;", "Step-1: A first spatial problem", "Step-2: Data structures and my first sweeper", "Step-3: Statistics and a new sweeper", "Step-4: Multilevel SDC", "Step-5: PFASST", "Step-6: Advanced PFASST controllers", "Step-7: pySDC with external libraries", "Step-8: Advanced topics"], "terms": 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172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 186, 187, 188, 189, 190, 191, 193, 194, 195], "3": [0, 3, 6, 7, 9, 11, 12, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 64, 73, 83, 89, 94, 95, 96, 97, 98, 102, 103, 105, 106, 107, 108, 113, 115, 117, 118, 119, 120, 142, 143, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 189, 191, 192, 193, 194, 195], "lot": [0, 142, 143, 190, 193], "pull": [0, 2, 5], "request": [0, 1, 2, 5, 42, 61, 66, 80, 82, 83, 84, 168, 189], "got": [0, 7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "merg": [0, 4, 41], "thank": 0, "brownbaerchen": 0, "tlunet": 0, "lisawim": 0, "ikrom96git": 0, "all": [0, 1, 3, 5, 6, 9, 10, 12, 14, 16, 17, 18, 19, 26, 27, 29, 30, 33, 34, 35, 40, 41, 42, 44, 45, 46, 51, 61, 62, 64, 65, 66, 68, 71, 72, 76, 83, 88, 97, 103, 113, 120, 137, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 163, 165, 169, 176, 179, 181, 182, 188, 189, 190, 191, 192, 193, 194, 195], "contribut": [0, 1, 5, 6, 7, 8], "besid": 0, "usual": [0, 6, 18, 75, 192, 194], "bugfix": 0, "polish": 0, "pysdc": [0, 4, 7, 8, 10, 11, 12, 14, 16, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 38, 39, 40, 41, 42, 44, 46, 48, 49, 50, 51, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 92, 97, 117, 121, 123, 124, 139, 142, 153, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 190, 191, 192, 193, 195], "now": [0, 3, 9, 10, 13, 18, 34, 35, 42, 66, 142, 166, 173, 188, 189, 190, 191, 192, 193, 195], "come": [0, 4, 5, 10, 15, 18, 28, 35, 42, 188, 193, 195], "linear": [0, 7, 11, 16, 17, 19, 28, 34, 35, 71, 86, 87, 88, 89, 90, 92, 93, 94, 95, 97, 98, 99, 100, 105, 106, 107, 108, 110, 112, 113, 117, 118, 121, 122, 123, 125, 137, 139, 164, 165, 184, 188, 194], "multistep": [0, 140], "method": [0, 3, 6, 8, 9, 11, 12, 13, 14, 15, 33, 34, 35, 39, 41, 42, 44, 45, 48, 50, 62, 64, 65, 70, 71, 72, 75, 89, 90, 96, 97, 98, 106, 110, 111, 116, 117, 118, 122, 124, 125, 135, 137, 138, 141, 142, 143, 163, 165, 188, 194, 195], "classic": [0, 2, 3, 9, 12, 16, 19, 21, 25, 28, 32, 35, 142], "rung": [0, 65, 70, 142, 143], "kutta": [0, 65, 70, 142, 143], "dae": 0, "sweeper": [0, 3, 6, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 37, 38, 46, 64, 70, 75, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 191, 192, 193, 194, 195], "more": [0, 2, 3, 5, 7, 8, 9, 10, 12, 13, 16, 18, 19, 25, 32, 33, 35, 55, 65, 69, 70, 120, 166, 170, 171, 173, 174, 175, 182, 188, 189, 190, 191, 192, 194, 195], "improv": [0, 4, 6, 8, 13, 18, 190, 191], "project": [0, 3, 4, 5, 10, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 97, 106, 110, 111, 125, 154, 195], "we": [0, 1, 3, 5, 8, 9, 12, 13, 14, 15, 16, 17, 18, 25, 33, 34, 35, 36, 41, 42, 45, 53, 61, 64, 65, 66, 68, 69, 70, 71, 72, 75, 76, 77, 97, 117, 122, 141, 142, 143, 166, 167, 168, 172, 173, 181, 182, 188, 189, 190, 191, 192, 193, 194, 195], "have": [0, 1, 4, 5, 6, 9, 12, 13, 15, 25, 27, 34, 35, 36, 42, 48, 64, 65, 66, 70, 71, 72, 75, 80, 81, 82, 84, 88, 90, 141, 142, 143, 166, 176, 182, 188, 189, 190, 191, 192, 193, 194, 195], "second": [0, 5, 9, 15, 21, 25, 32, 33, 34, 38, 47, 65, 71, 72, 80, 82, 89, 90, 102, 103, 104, 106, 108, 109, 112, 115, 117, 119, 142, 143, 144, 147, 148, 150, 151, 153, 187, 190, 195], "order": [0, 3, 5, 8, 9, 10, 11, 13, 15, 16, 18, 19, 21, 25, 26, 27, 29, 30, 32, 33, 34, 35, 36, 41, 42, 45, 47, 54, 57, 64, 65, 66, 68, 69, 70, 71, 72, 73, 78, 80, 82, 83, 86, 88, 89, 90, 98, 102, 104, 106, 109, 110, 111, 112, 113, 115, 120, 122, 125, 127, 128, 129, 131, 132, 133, 135, 137, 141, 142, 143, 144, 148, 149, 150, 151, 163, 165, 168, 170, 172, 178, 182, 187, 188, 189, 190, 191, 192, 194, 195], "sdc": [0, 2, 3, 9, 12, 13, 14, 18, 19, 28, 34, 50, 61, 62, 65, 67, 70, 71, 74, 76, 102, 122, 144, 148, 167, 168, 169, 170, 171, 174, 175, 178, 182, 183, 186, 187, 188, 189, 190, 192, 193, 194], "board": [0, 92, 93], "brand": 0, "new": [0, 3, 4, 5, 7, 8, 9, 11, 13, 34, 35, 50, 62, 64, 69, 75, 76, 77, 98, 105, 107, 141, 142, 143, 163, 165, 169, 181, 188, 193], "switch": [0, 64, 65, 70, 97, 99, 100], "estim": [0, 13, 15, 61, 65, 67, 69, 70, 72, 73, 97, 100, 179, 187, 193], "test": [0, 2, 3, 4, 10, 11, 12, 13, 16, 17, 18, 19, 26, 27, 33, 34, 35, 36, 67, 77, 100, 106, 110, 111, 123, 125, 139, 143, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "ground": 0, "compress": [0, 9], "libpressio": [0, 18], "march": [0, 11, 71], "24": [0, 12, 32, 142, 177, 178, 192], "2": [0, 5, 6, 7, 9, 11, 12, 14, 16, 17, 19, 21, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 48, 57, 64, 65, 71, 80, 81, 82, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 97, 98, 99, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 117, 118, 119, 120, 121, 122, 124, 125, 137, 138, 142, 162, 163, 165, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 188, 190, 191, 192, 193, 194, 195], "i": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 41, 42, 44, 45, 47, 50, 55, 61, 62, 64, 65, 66, 67, 70, 71, 72, 73, 75, 76, 77, 78, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 161, 162, 163, 165, 166, 167, 168, 169, 170, 172, 173, 174, 176, 177, 178, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "out": [0, 3, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 61, 62, 70, 120, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "code": [0, 2, 3, 4, 6, 7, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "multipl": [0, 13, 18, 41, 42, 44, 50, 64, 71, 72, 147, 173, 178, 182, 183, 189, 190, 191, 192, 193, 194], "direct": [0, 18, 65, 77, 88, 90, 94, 95, 98, 105, 107, 112, 113, 116, 122, 137, 161, 168, 189], "The": [0, 1, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 26, 27, 33, 34, 35, 36, 38, 39, 41, 42, 45, 47, 48, 51, 53, 54, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 144, 145, 146, 147, 148, 149, 150, 151, 153, 188, 189, 191, 192, 194, 195], "problem": [0, 2, 3, 6, 9, 11, 15, 16, 17, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 37, 41, 43, 46, 49, 64, 65, 70, 71, 72, 74, 76, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 135, 137, 138, 139, 144, 148, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "class": [0, 1, 2, 4, 8, 11, 12, 14, 16, 19, 25, 26, 27, 28, 32, 34, 35, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 55, 61, 62, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 129, 134, 135, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 168, 170, 171, 175, 176, 177, 178, 184, 187, 188, 189, 190, 191, 192, 194, 195], "can": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 18, 26, 33, 34, 35, 36, 39, 42, 45, 47, 48, 50, 61, 64, 65, 70, 71, 72, 80, 81, 82, 83, 84, 88, 89, 92, 93, 94, 95, 97, 98, 99, 102, 104, 105, 106, 108, 113, 121, 137, 142, 143, 144, 148, 154, 155, 156, 157, 158, 159, 160, 166, 177, 179, 182, 183, 184, 187, 188, 189, 190, 191, 192, 193, 194, 195], "defin": [0, 2, 3, 6, 7, 9, 34, 36, 38, 39, 48, 50, 65, 66, 67, 74, 76, 77, 78, 99, 100, 101, 104, 105, 106, 109, 110, 111, 112, 125, 144, 148, 168, 170, 178, 189, 190, 191, 192, 194], "paramet": [0, 4, 7, 8, 10, 11, 12, 14, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 144, 147, 148, 149, 153, 154, 156, 157, 158, 159, 160, 161, 163, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "explicitli": [0, 87, 89, 92, 93, 94, 95, 110, 111, 194], "constructor": [0, 7], "dictionari": [0, 12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 40, 42, 43, 44, 50, 56, 64, 65, 66, 67, 72, 74, 76, 77, 78, 97, 147, 163, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "param": [0, 6, 29, 30, 35, 38, 40, 41, 42, 46, 49, 50, 51, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 165, 167, 172, 188, 189, 191], "properti": [0, 8, 33, 40, 41, 45, 46, 48, 50, 51, 71, 80, 82, 137, 142, 147, 194], "return": [0, 7, 8, 12, 16, 19, 21, 25, 26, 27, 32, 34, 38, 39, 41, 42, 44, 45, 46, 47, 48, 50, 51, 53, 54, 55, 56, 57, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 80, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 162, 163, 164, 165, 167, 169, 170, 171, 175, 179, 181, 182, 187, 188, 189, 190, 191, 193, 194, 195], "ar": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 33, 34, 35, 36, 38, 42, 45, 48, 50, 56, 57, 64, 65, 66, 68, 70, 71, 72, 73, 86, 87, 89, 90, 95, 97, 99, 103, 106, 107, 108, 110, 111, 117, 120, 124, 125, 139, 141, 142, 143, 147, 148, 153, 164, 167, 168, 169, 175, 188, 189, 190, 191, 192, 193, 194, 195], "also": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 13, 15, 16, 18, 35, 36, 41, 65, 66, 71, 76, 77, 99, 108, 120, 182, 183, 188, 189, 190, 191, 192, 193, 194, 195], "automat": [0, 2, 5, 7, 9, 42, 70], "store": [0, 7, 8, 16, 29, 30, 35, 42, 64, 68, 69, 70, 71, 72, 75, 78, 141, 142, 143, 165, 172, 188, 190, 191], "attribut": [0, 4, 7, 8, 43, 48, 49, 55, 71, 87, 97, 121, 142, 155, 156, 157, 158, 159, 188, 190, 192], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 25, 26, 27, 28, 32, 34, 35, 36, 38, 39, 41, 42, 44, 45, 47, 48, 50, 51, 55, 56, 57, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 117, 118, 120, 121, 122, 124, 125, 137, 138, 139, 142, 143, 144, 147, 148, 149, 151, 153, 162, 163, 165, 167, 169, 170, 171, 172, 174, 175, 179, 182, 185, 187, 188, 190, 191, 192, 193, 194, 195], "_makeattributeandregist": [0, 7], "allow": [0, 1, 2, 5, 6, 10, 35, 41, 42, 64, 65, 66, 67, 71, 72, 73, 82, 88, 113, 190, 192, 194], "readonli": [0, 7], "paramt": [0, 16, 19, 26, 27, 34], "warn": [0, 5, 36, 48, 164, 182, 187, 188, 194, 195], "backward": [0, 42, 142, 156], "compat": [0, 3, 4, 9, 42, 64, 65, 68, 70, 71, 72, 73], "resili": [0, 9, 18], "quench": [0, 85], "result": [0, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 42, 44, 64, 75, 110, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "collabor": [0, 18], "between": [0, 6, 13, 18, 26, 27, 34, 38, 39, 42, 50, 64, 65, 66, 68, 69, 70, 71, 73, 75, 89, 90, 98, 99, 104, 112, 117, 122, 153, 154, 155, 156, 157, 158, 159, 160, 162, 174, 175, 186, 188, 189, 191, 193, 195], "eschnaubelt": 0, "dure": [0, 1, 4, 5, 15, 18, 36, 44, 46, 48, 67, 77, 106, 107, 108, 189, 190, 191], "time": [0, 1, 3, 4, 5, 8, 9, 10, 11, 12, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 41, 42, 44, 45, 46, 48, 50, 56, 61, 62, 64, 65, 66, 71, 72, 76, 77, 80, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 153, 164, 165, 167, 168, 169, 170, 171, 174, 175, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 195], "x": [0, 3, 5, 8, 9, 11, 12, 21, 25, 28, 29, 30, 32, 35, 39, 42, 45, 86, 87, 88, 89, 90, 92, 93, 94, 95, 98, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 118, 120, 155, 157, 159, 162, 163, 165, 188, 194], "app": 0, "hackathon": 0, "usi": 0, "lugano": 0, "mani": [0, 2, 3, 5, 9, 10, 39, 66, 69, 167, 188, 189, 191, 193, 194], "other": 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120, 163, 165, 166, 168, 170, 172, 176, 182, 187, 189, 190, 191, 192, 194, 195], "phase": [0, 12, 25, 61, 62, 78, 109], "copi": [0, 7, 46, 51, 141, 147, 181, 186, 193, 195], "dill": [0, 12, 21, 25, 32], "90": [0, 16, 19, 78], "certain": [0, 10, 11, 18, 33, 122, 192], "increas": [0, 8, 18, 45, 47, 88, 191, 192, 195], "speed": [0, 10, 18, 86, 87, 88, 98], "calcul": 0, "pen": [0, 12, 21, 25, 32, 120, 170, 175, 190, 191], "trap": [0, 12, 21, 25, 32, 120, 170, 175, 190, 191], "novemb": 0, "2017": 0, "matrix": [0, 8, 9, 11, 17, 26, 27, 29, 30, 33, 35, 38, 39, 45, 47, 48, 51, 54, 57, 64, 71, 72, 86, 88, 89, 90, 97, 98, 99, 104, 105, 106, 107, 108, 110, 111, 112, 113, 118, 120, 121, 122, 123, 125, 137, 142, 144, 145, 146, 147, 148, 149, 150, 151, 155, 157, 159, 164, 165, 182, 188, 194], "pfasst": [0, 3, 9, 10, 12, 26, 27, 35, 58, 61, 62, 177, 178, 179, 180, 181, 183, 186, 189, 191, 194, 195], "matrixpfasst": [0, 26, 27, 34], "involv": [0, 1], "few": [0, 2, 4, 6, 9, 12, 15, 193, 194, 195], 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183, 184, 185, 186, 190, 191, 192, 193, 194, 195], "6th": 0, "workshop": 0, "avail": [0, 1, 5, 9, 14, 18, 36, 39, 42, 65, 70, 71, 141, 142], "index": [0, 5, 9, 11, 29, 30, 35, 64, 70, 71, 76, 97, 100], "http": [0, 1, 3, 5, 8, 9, 12, 21, 45, 73, 94, 95, 98, 102, 103, 105, 107, 108, 112, 118, 138, 142, 143], "org": [0, 1, 3, 5, 8, 9, 12, 21, 73, 96, 98, 102, 103, 105, 107, 108, 112, 117, 118, 142, 143], "simpli": [0, 5, 16, 189, 190, 191, 192, 195], "pip": [0, 3, 5, 9, 10], "natur": [0, 1, 11, 117, 190], "notabl": [0, 41, 65], "meet": 0, "standard": [0, 2, 11, 14, 16, 33, 34, 35, 38, 70, 71, 120, 153, 188, 190, 191, 192, 193], "2016": [0, 3, 9, 73, 86, 101, 148], "its": [0, 3, 5, 6, 9, 12, 53, 65, 71, 100, 122, 162, 163, 188, 189, 190, 191, 192], "redesign": 0, "core": [0, 3, 4, 5, 7, 9, 12, 147, 164, 165, 166, 167, 168, 170, 173, 188, 189, 190, 191, 194], "actual": [0, 13, 14, 44, 97, 120, 122, 142, 143, 167, 182, 188, 189, 190, 192, 193, 194, 195], "necessari": [0, 5, 16, 19, 46, 64, 182, 190, 194], "someth": [0, 41, 42, 48, 64, 65], "well": [0, 1, 10, 12, 14, 17, 18, 34, 35, 36, 38, 41, 42, 65, 66, 67, 71, 106, 110, 111, 117, 122, 125, 153, 163, 165, 182, 188, 189, 190, 192, 194, 195], "collect": [0, 5, 12, 21, 25, 29, 30, 32, 35, 102, 163, 165, 172, 188, 191], "either": [0, 18, 65, 77, 88, 113, 142, 143, 167, 182, 188, 189, 194], "introduct": 0, "ad": [0, 4, 8, 41, 42, 55, 70, 141, 147, 195], "below": [0, 8, 12, 13, 15, 17, 18, 42, 65, 77, 97, 189, 190, 194, 195], "explain": [0, 9], "fashion": [0, 89, 90, 108], "simpl": [0, 6, 9, 10, 11, 13, 26, 27, 34, 35, 67, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 104, 105, 108, 116, 117, 118, 121, 122, 123, 124, 137, 138, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "spatial": [0, 9, 16, 18, 19, 26, 27, 34, 38, 50, 87, 88, 89, 90, 92, 93, 94, 95, 102, 104, 105, 106, 107, 108, 110, 111, 112, 113, 118, 122, 125, 137, 153, 155, 157, 159, 162, 163, 166, 172, 176, 177, 178, 184, 187, 189, 190, 192, 194, 195], "discret": [0, 8, 13, 18, 45, 86, 87, 88, 89, 90, 97, 98, 100, 104, 105, 107, 108, 112, 113, 118, 122, 137, 162, 163, 187, 188, 194, 195], "formul": [0, 11, 34, 103, 106, 110, 111, 119, 125, 144, 145, 146, 147, 148, 149, 150, 151, 188], "move": [0, 65, 66, 190], "mlsdc": [0, 3, 9, 12, 34, 50, 61, 62, 174, 175, 182, 183, 192, 193, 194, 195], "inclus": [0, 1, 39], "two": [0, 10, 11, 12, 13, 16, 33, 34, 36, 39, 47, 50, 65, 67, 70, 72, 73, 86, 89, 90, 92, 93, 96, 98, 99, 101, 104, 106, 107, 108, 110, 111, 112, 122, 125, 142, 143, 150, 163, 165, 175, 188, 191, 192, 193, 195], "gener": [0, 6, 7, 9, 11, 15, 17, 23, 33, 35, 39, 47, 48, 54, 92, 93, 104, 105, 107, 118, 137, 141, 146, 147, 182, 190, 191, 194], "input": [0, 10, 13, 48, 57, 105, 107, 146, 189], "nonmpi": [0, 42], "real": [0, 11, 35, 94, 95, 108, 116, 118, 156, 183, 188, 192, 194], "virtual": [0, 3, 9, 12, 62, 192], 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"educ": [1, 3, 9], "socio": 1, "econom": 1, "statu": [1, 37, 42, 46, 50, 61, 62, 64, 65, 66, 67, 69, 70, 105, 107, 167, 189], "nation": [1, 18], "person": [1, 4], "appear": [1, 11], "race": 1, "religion": 1, "sexual": 1, "orient": [1, 2], "interact": [1, 26, 27, 34, 120, 191], "open": [1, 5, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "welcom": [1, 168, 170, 189, 190], "divers": 1, "healthi": 1, "posit": [1, 12, 16, 19, 21, 25, 28, 32, 35, 83, 102, 103, 109, 115, 119, 120, 144, 151, 170, 175, 177, 178, 182, 183, 184, 190, 191, 192, 194], "demonstr": [1, 9, 10, 18, 184, 185, 189, 190, 191, 192, 193, 194, 195], "empathi": 1, "kind": [1, 39, 45, 90, 190, 192], "peopl": 1, "Being": 1, "respect": [1, 18, 26, 27, 33, 34], "opinion": 1, "viewpoint": [1, 33], "give": [1, 3, 5, 9, 42, 57, 65, 68, 72, 77, 124, 192, 193], "gracefulli": 1, "accept": [1, 5, 11, 64], "construct": [1, 190], "feedback": 1, "apolog": 1, "mistak": 1, "learn": [1, 9], "focus": 1, "just": [1, 5, 9, 29, 30, 34, 35, 42, 48, 66, 70, 71, 75, 108, 139, 141, 161, 169, 182, 190, 194], "individu": [1, 16, 18, 19, 41], "overal": [1, 106, 107, 108, 193], "unaccept": 1, "languag": 1, "imageri": 1, "attent": 1, "advanc": [1, 3, 9, 105, 107, 108, 112, 118, 191], "troll": 1, "insult": 1, "derogatori": 1, "comment": [1, 4, 5], "polit": 1, "attack": 1, "public": [1, 4, 9, 33, 35, 36, 117], "privat": 1, "publish": 1, "inform": [1, 13, 42, 44, 65, 97, 100, 105, 107, 188, 190, 195], "physic": [1, 12, 120], "email": 1, "address": 1, "explicit": [1, 3, 9, 80, 81, 82, 84, 108, 111, 118, 140, 142, 143, 148, 149, 189], "permiss": 1, "reason": [1, 42, 142, 143, 188, 191], "consid": [1, 5, 11, 13, 33, 48, 88, 113], "inappropri": 1, "profession": 1, "set": [1, 2, 3, 4, 7, 8, 9, 10, 12, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 38, 40, 42, 43, 44, 45, 50, 56, 64, 65, 75, 77, 88, 120, 137, 162, 163, 164, 165, 167, 168, 169, 170, 171, 172, 173, 174, 175, 177, 178, 179, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "clarifi": [1, 13], "take": [1, 3, 9, 10, 11, 18, 29, 30, 34, 35, 41, 47, 48, 66, 76, 88, 163, 165, 182, 188, 191, 194, 195], "appropri": [1, 98, 139, 188], "fair": 1, "deem": 1, "threaten": 1, "offens": 1, "harm": 1, "edit": 1, "reject": 1, "commit": [1, 2, 4, 5, 15], "wiki": [1, 103, 143], "issu": [1, 3, 4, 5, 9, 142], "align": [1, 16, 19], "moder": 1, "appli": [1, 5, 11, 13, 18, 35, 38, 110, 142, 153], "offici": 1, "repres": [1, 7, 167, 188, 189, 192], "mail": 1, "post": [1, 5, 44, 189], "via": [1, 3, 9, 10, 17, 26, 27, 33, 34, 35, 38, 46, 49, 50, 65, 67, 92, 93, 110, 153, 154, 155, 156, 157, 158, 159, 192], "social": 1, "media": 1, "account": [1, 4, 47, 103, 119, 191], "appoint": 1, "onlin": 1, "offlin": 1, "event": [1, 13, 97, 100], "instanc": [1, 4, 5, 6, 8, 18, 26, 27, 34, 41, 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9, 12, 16, 19, 25, 32, 40, 42, 43, 46, 53, 55, 120, 181, 188, 189, 190, 192, 193], "function": [2, 4, 5, 7, 8, 11, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 45, 46, 48, 50, 56, 57, 61, 62, 65, 66, 68, 70, 71, 73, 75, 81, 87, 92, 93, 94, 95, 97, 99, 100, 105, 106, 107, 108, 109, 110, 111, 118, 120, 125, 139, 144, 147, 148, 161, 162, 167, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "flavor": [2, 3, 9, 66, 70, 76, 175, 191, 193], "applic": [2, 4, 9, 13, 44, 56, 64, 99, 188, 195], "object": [2, 6, 8, 18, 35, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 51, 55, 58, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 94, 95, 98, 105, 107, 108, 112, 118, 129, 134, 135, 141, 142, 153, 170, 171, 175, 189, 190, 191, 195], "program": [2, 5, 26, 27, 34, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "oop": 2, "custom": [2, 6, 8, 14, 38, 44, 46, 48, 49, 50, 51, 144, 145, 148, 149, 150, 151, 153, 156, 190], "inherit": [2, 7, 40, 87, 97, 147], "framework": [2, 194], "addit": [2, 4, 6, 36, 41, 88, 190, 193], "guidelin": [2, 3, 5, 6, 9], "given": [2, 5, 7, 8, 36, 39, 45, 47, 49, 50, 64, 86, 87, 89, 96, 97, 101, 116, 117, 120, 124, 138, 162, 188, 192, 193, 195], "esp": [3, 9], "multilevel": [3, 9, 50], "extens": [3, 9], "intend": [3, 9, 13], "rapid": [3, 9], "purpos": [3, 9, 41, 181, 185, 189, 191, 193, 195], "predictor": [3, 9, 44, 51, 61, 62, 142, 147, 191], "toi": [3, 9, 122], "easili": [3, 6, 9, 12, 18], "variant": [3, 9, 12, 14, 19, 182, 194], "implicit": [3, 9, 11, 16, 19, 26, 29, 30, 33, 34, 35, 80, 81, 82, 84, 87, 89, 90, 97, 105, 107, 108, 110, 111, 125, 141, 142, 146, 147, 148, 149, 150, 177, 178, 183, 184, 187, 189, 192, 194, 195], "imex": [3, 9, 26, 33, 34, 86, 142, 148, 149, 167, 168, 169, 170, 171, 175, 177, 183, 184, 187, 189, 190, 191, 192, 194, 195], "verlet": [3, 9, 12, 21, 25, 32, 140, 143, 144], "diagon": [3, 9, 26, 27, 34, 35, 123, 142], "topic": [3, 9, 18], "outcom": [3, 9, 18], "gitlab": [3, 9], "10": [3, 8, 9, 12, 14, 16, 19, 21, 25, 28, 29, 30, 32, 35, 73, 95, 96, 98, 99, 103, 105, 107, 112, 117, 122, 142, 143, 163, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 179, 182, 183, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "host": [3, 4, 9], "com": [3, 9, 45, 143], "often": [3, 9, 18, 65, 97, 100], "choic": [3, 5, 9, 142, 143, 192], "thu": [3, 9, 11, 13, 188, 191], "checkout": [3, 9], "conda": [3, 5, 9, 10], "found": [3, 9, 12, 13, 14, 29, 30, 33, 35, 42, 57, 97, 100, 190, 194], "folder": [3, 5, 9, 10, 194], "etc": [3, 5, 9, 36, 42, 65, 68, 71, 73, 191, 192], "env": [3, 9, 181, 193], "creat": [3, 9, 10, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 44, 97, 106, 110, 111, 125, 137, 162, 163, 164, 165, 166, 173, 184, 185, 188, 189, 190, 191, 192, 194, 195], "yml": [3, 9], "m": [3, 5, 8, 9, 11, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 42, 45, 62, 66, 71, 72, 73, 76, 98, 106, 110, 111, 120, 122, 125, 129, 164, 165, 168, 169, 170, 171, 174, 175, 176, 177, 178, 179, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "correspond": [3, 5, 9, 12, 18, 25, 26, 27, 33, 34, 42, 47, 50, 56, 64, 144, 145, 146, 147, 148, 149, 150, 151, 191, 193, 195], "chose": [3, 9, 117], "pythonpath": [3, 9, 181, 193], "export": [3, 5, 9], "path": [3, 5, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 42, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "root": [3, 5, 9, 11, 13, 80, 82, 84, 100, 181, 193], "want": [3, 5, 9, 18, 42, 64, 65, 66, 70, 71, 76, 143, 189, 193, 195], "import": [3, 5, 6, 7, 8, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 42, 71, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "statement": [3, 5, 9], "assum": [3, 9, 120, 192], "directori": [3, 5, 9, 12, 16, 19, 21, 25, 28, 32, 35, 181, 193], "decent": [3, 9], "compil": [3, 9], "although": [3, 6, 9, 10, 188, 189, 191], "go": [3, 5, 9, 14, 44, 61, 62, 75, 77, 167, 181, 189, 192, 193], "great": [3, 9], "let": [3, 8, 9, 45, 75, 89, 97, 101], "know": [3, 9, 46, 65, 71, 72, 75, 170, 189, 190, 192], "help": [3, 6, 8, 9, 36, 182, 190, 194], "greatli": [3, 9, 18], "appreci": [3, 9], "citat": [3, 9, 142], "robert": [3, 9, 18, 120], "speck": [3, 9, 86, 101, 120, 148], "997": [3, 9, 163, 188], "transact": [3, 9], "mathemat": [3, 9], "softwar": [3, 9, 106, 110, 111, 125], "volum": [3, 9], "45": [3, 9, 122, 183, 194], "doi": [3, 8, 9, 73, 96, 98, 117, 122, 142], "1145": [3, 9, 142], "3310410": [3, 9], "current": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 16, 18, 19, 21, 25, 28, 32, 35, 39, 42, 44, 46, 48, 50, 51, 57, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 147, 149, 181, 189, 193, 195], "zenodo": [3, 9], "origin": [3, 9, 14, 33, 39, 108, 117, 120], "pancetta": [3, 9], "small": [3, 9, 10, 16, 18, 19, 48, 167, 188, 189], "scientist": [3, 9], "interest": [3, 9, 18, 33, 36, 190, 192, 193, 195], "changelog": [3, 9], "evolut": [3, 9, 69], "dearli": [3, 9], "read": [3, 6, 8, 9, 11, 12, 16, 19, 21, 25, 28, 32, 35, 40, 43, 55], "our": [3, 9, 61, 62, 188, 189, 190, 192, 194], "forget": [3, 5, 9], "peek": [3, 9], "nice": [3, 9, 11, 18, 71, 188, 192], "conduct": [3, 5, 9, 122], "receiv": [3, 9, 42, 46, 61, 80, 82, 83, 84], "fund": [3, 9], "european": [3, 9], "high": [3, 9, 12, 14, 16, 19, 21, 25, 28, 32, 35, 71, 120, 177, 178, 182, 183, 184, 187, 191, 192, 194, 195], "joint": [3, 9], "undertak": [3, 9], "ju": [3, 9], 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94, 95, 97, 104, 105, 106, 107, 108, 110, 111, 113, 116, 117, 118, 120, 125, 139, 142, 143, 164, 165, 188, 194], "accuraci": [4, 10, 13, 18, 54, 64, 70, 71, 137, 162, 163, 165, 166, 187, 189, 193, 195], "issue214": 4, "214": 4, "awesome_new_project": 4, "some_featur": 4, "favor": [4, 6], "short": [4, 6, 193], "lower": [4, 5, 18, 35, 65, 70, 72, 77, 142, 143, 146, 190], "case": [4, 5, 6, 11, 13, 35, 68, 97, 100, 104, 105, 188, 191, 192, 193, 195], "underscor": [4, 6], "eas": [4, 6, 50], "interfac": [4, 18, 41, 48, 49, 51, 142, 143, 189], "modifi": [4, 5, 11, 35, 36, 47, 70], "default": [4, 5, 16, 19, 42, 44, 45, 48, 51, 55, 61, 62, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 78, 106, 110, 111, 122, 125, 137, 141, 147, 189, 191], "valu": [4, 6, 7, 8, 10, 11, 12, 13, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 39, 40, 41, 42, 44, 45, 46, 48, 50, 51, 55, 56, 57, 61, 62, 64, 65, 68, 69, 70, 71, 73, 75, 77, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 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167, 189, 191], "write": [4, 5, 12, 21, 26, 27, 28, 29, 30, 32, 34, 35, 42, 75, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "script": [4, 9, 10, 11, 16, 36, 117, 193], "anyon": 4, "onc": [4, 5, 26, 27, 34, 42, 64, 71, 72, 181, 193], "roadmap": 4, "mileston": 4, "associ": [4, 8, 45, 46, 137], "down": [4, 13, 15, 61, 62, 99], "Such": 4, "same": [4, 6, 7, 15, 18, 27, 34, 41, 42, 64, 71, 76, 87, 88, 90, 97, 113, 122, 137, 169, 176, 188, 189, 190, 191, 192, 193], "never": [4, 64, 72], "modif": 4, "own": [4, 5, 18, 190], "prefix": [4, 6], "dev": 4, "cannot": [4, 7, 11, 42, 65, 191], "sever": [4, 12, 35, 88, 113], "solut": [4, 6, 7, 10, 11, 13, 15, 16, 18, 19, 26, 27, 28, 33, 34, 35, 46, 48, 64, 65, 68, 70, 71, 72, 75, 78, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 116, 117, 118, 120, 121, 122, 123, 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51, 61, 62, 71, 141, 142, 143, 147, 149, 168, 170, 189, 190, 195], "head": 5, "grep": [5, 29, 30, 35], "py": [5, 10, 11, 12, 14, 16, 17, 19, 21, 23, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 97, 144, 145, 148, 149, 150, 151, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "sed": 5, "rev": 5, "pars": 5, "toplevel": 5, "delet": [5, 71], "becaus": [5, 18, 71, 75, 117, 147, 182, 194], "fail": [5, 181, 193], "fi": 5, "chmod": 5, "execut": [5, 193], "Be": [5, 65, 74, 77, 142], "awar": [5, 65, 74, 77, 142, 143], "alter": 5, "editor": 5, "whenev": [5, 41, 64, 188], "r": [5, 8, 16, 19, 28, 29, 30, 35, 38, 57, 86, 89, 90, 92, 93, 94, 95, 97, 98, 99, 101, 103, 104, 105, 107, 112, 119, 120, 121, 122, 137, 153, 195], "messag": [5, 42, 61, 64, 65, 68, 71, 72, 73], "detect": [5, 18, 73], "abort": [5, 26, 27, 34], "ahead": 5, "worri": [5, 193], "obtain": [5, 8, 34, 35, 45, 64, 65, 70, 71, 106], "msg": [5, 42], "commit_msg_fil": 5, "flakeheaven_output": 5, "interpret": 5, "trailer": 5, "echo": 5, "assign": [5, 29, 30, 35], "note": [5, 6, 8, 12, 14, 16, 17, 19, 26, 27, 33, 34, 45, 70, 168, 182, 183, 188, 189, 190, 191, 192, 193, 194, 195], "relat": [5, 33, 38, 42, 48, 49, 50, 51, 153, 190], "constantli": [5, 122], "pep8": [5, 9], "might": [5, 18, 55, 75, 77, 193], "caus": [5, 15, 142, 193], "date": 5, "forg": 5, "pass": [5, 6, 8, 16, 19, 26, 27, 29, 30, 34, 35, 38, 42, 46, 48, 50, 51, 53, 56, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 76, 77, 78, 153, 176, 177, 178, 183, 184, 187, 188, 189, 191, 192, 194, 195], "toml": [5, 181, 193], "compon": [5, 10, 11, 13, 80, 81, 82, 84, 96, 108, 116, 117, 124, 138, 150, 195], "test_nod": 5, "how": [5, 8, 12, 13, 17, 18, 66, 69, 70, 71, 97, 99, 100, 122, 169, 188, 189, 190, 191, 192, 193, 194, 195], "compar": [5, 10, 13, 16, 19, 26, 27, 28, 33, 34, 35, 64, 65, 71, 72, 73, 92, 93, 162, 163, 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"did": [5, 12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 71, 163, 164, 165, 166, 167, 168, 172, 181, 184, 188, 189, 191, 193, 194], "ignor": [5, 142, 143, 195], "rais": [5, 6, 7, 12, 16, 19, 25, 26, 27, 32, 34, 42, 181, 182, 193, 194], "tool": [5, 36, 189], "pyproject": [5, 181, 193], "conditionali": 5, "loop": [5, 13, 16, 19, 28, 29, 30, 35, 44, 163, 165, 171, 177, 178, 179, 188, 190, 192, 193], "pragma": 5, "cover": 5, "def": [5, 6, 7, 8, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "preced": 5, "think": 5, "justifi": 5, "built": [5, 6, 142, 143, 189, 195], "task": [5, 193], "doc": [5, 118], "unzip": 5, "rst": 5, "update_apidoc": 5, "b": [5, 16, 19, 26, 27, 28, 29, 30, 34, 35, 64, 71, 72, 98, 106, 107, 108, 110, 111, 120, 125, 129, 135, 170, 175, 176, 177, 178, 184, 187], "Then": [5, 8, 13, 14, 45, 188, 190], 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"_initsweep_": 6, "attributeerror": 6, "notimplementederror": [6, 12, 16, 19, 25, 32, 182, 194], "_initsweep_copi": 6, "_initsweep_spread": 6, "_": [6, 8, 11, 12, 21, 25, 32, 45, 108, 110, 111, 118, 168, 170, 187, 189, 190, 195], "chucknorri": 6, "_think": 6, "doubt": 6, "doubl": [6, 65], "__": [6, 168, 170, 189, 190], "left": [6, 11, 12, 14, 21, 25, 32, 33, 39, 45, 57, 88, 89, 90, 92, 93, 94, 95, 104, 105, 110, 112, 113, 115, 120, 148, 163, 165, 188], "__dict__": [6, 55], "node_typ": [6, 39, 47, 164, 165, 174, 188, 191], "equid": [6, 39], "chebi": [6, 39], "quad_typ": [6, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "gauss": [6, 15, 18, 35, 39, 45, 47, 65, 70, 171, 190, 192, 195], "radau": [6, 16, 19, 26, 27, 28, 29, 30, 34, 35, 39, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "lobatto": [6, 12, 21, 25, 32, 39, 47, 171, 190], "string": [6, 16, 19, 41, 42, 46, 56], "distinguish": 6, "select": [6, 65, 72], "probabl": [6, 120, 194], "keep": [6, 10, 41, 42, 48, 72, 179, 193], "replac": [6, 14, 16, 19, 190, 191], "_initsweep_copy_past": 6, "_initsweep_spread_out": 6, "non": [7, 17, 35, 42, 57, 61, 65, 66, 68, 71, 76, 80, 82, 83, 84, 117, 122, 193], "od": [7, 9, 48, 51, 96, 97, 99, 117, 121, 138, 141, 147, 191, 194], "form": [7, 9, 11, 88, 90, 92, 93, 94, 95, 106, 107, 108, 111, 113, 116, 123, 144, 148, 182, 188, 192, 194], "frac": [7, 8, 45, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 137, 138], "du": [7, 16, 19, 106, 107, 108, 116, 138], "dt": [7, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 45, 46, 50, 65, 71, 96, 97, 99, 100, 101, 109, 115, 116, 117, 120, 121, 123, 124, 129, 135, 137, 138, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "quad": 7, "u_0": [7, 11, 101], "vector": [7, 8, 11, 45, 57, 64, 71, 72, 102, 103, 105, 106, 107, 110, 111, 119, 125, 155, 159, 164, 165, 188, 189], "scalar": [7, 8, 33, 45, 101, 106, 110, 111, 125, 144, 148], "hand": [7, 18, 42, 48, 51, 64, 71, 75, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 164, 165, 188, 189, 191, 194], "side": [7, 18, 48, 51, 64, 75, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 164, 165, 188, 189, 191, 194], "ptype": [7, 37, 46, 48, 49, 86, 87, 89, 90, 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148, 150, 151, 162, 163, 172, 188, 191], "dtype_f": [7, 46, 48, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 142, 143], "lam": [7, 116], "len": [7, 12, 16, 19, 21, 27, 29, 30, 32, 34, 35, 163, 165, 172, 173, 176, 181, 184, 188, 191, 192, 193, 194], "shape": [7, 38], "must": [7, 8, 45, 48, 97, 191], "1d": [7, 16, 17, 33, 57, 86, 89, 104, 122, 156, 188], "call": [7, 12, 13, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 42, 44, 48, 50, 56, 65, 66, 70, 74, 75, 78, 89, 90, 97, 99, 100, 107, 108, 112, 120, 124, 147, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "super": [7, 42, 44, 108, 190], "init": [7, 8, 42, 48, 80, 81, 82, 83, 84, 162, 163, 172, 178, 188, 191, 192], "none": [7, 10, 12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 41, 42, 44, 46, 48, 54, 55, 56, 61, 62, 64, 65, 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108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 162, 163, 188], "f_init": [7, 48], "list": [7, 8, 9, 10, 12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 41, 42, 45, 46, 48, 50, 53, 54, 56, 57, 62, 64, 66, 71, 72, 73, 76, 89, 92, 93, 94, 95, 97, 98, 100, 102, 106, 123, 125, 141, 142, 144, 145, 146, 147, 148, 150, 151, 163, 165, 169, 170, 171, 172, 175, 177, 178, 179, 181, 186, 188, 190, 191, 192, 193, 195], "output": [7, 12, 13, 25, 32, 36, 44, 48, 64, 105, 107, 156, 170, 171, 175, 179, 181, 184, 190, 191, 193, 194], "fals": [7, 12, 16, 19, 32, 41, 42, 44, 53, 54, 57, 61, 62, 66, 70, 103, 116, 118, 119, 145, 146, 147, 148, 149, 150, 168, 170, 175, 179, 182, 183, 184, 186, 187, 189, 190, 191, 193, 194, 195], "docstr": 8, "itself": [8, 13, 42, 71, 122, 191, 195], "describ": [8, 9, 11, 16, 17, 19, 36, 97, 103, 106, 107, 108, 119, 169, 190], "lagrangeapproxim": [8, 37, 45], "approxim": [8, 11, 18, 45, 71, 72, 87, 89, 92, 93, 94, 95, 108, 116, 117, 118, 121, 122, 124], "point": [8, 13, 18, 39, 45, 46, 47, 53, 57, 64, 70, 71, 72, 87, 89, 90, 92, 93, 94, 95, 97, 100, 103, 105, 119, 122, 144, 145, 146, 147, 148, 149, 150, 151, 162, 163, 188], "lagrang": [8, 37, 106, 110, 111, 125, 191], "math": [8, 94, 98, 105, 137], "t_j": [8, 45], "leq": [8, 45, 97, 99, 100, 113, 138], "j": [8, 45, 86, 90, 92, 93, 94, 95, 99, 101, 102, 103, 105, 106, 107, 110, 111, 119, 125, 142], "n": [8, 12, 16, 19, 21, 26, 27, 28, 32, 34, 35, 45, 88, 90, 92, 93, 94, 95, 97, 98, 102, 103, 104, 106, 108, 110, 111, 113, 118, 119, 120, 125, 127, 128, 131, 132, 133, 135, 137, 163, 164, 165, 167, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "formula": [8, 45, 167, 189], "displaystyl": [8, 45, 88, 113], "sum_": [8, 11, 45, 102, 103, 113, 119, 120], "w_j": [8, 45], "x_j": [8, 45], "f_j": [8, 45], "prod_": [8, 45, 88, 113], "k": [8, 11, 12, 21, 25, 28, 29, 30, 32, 33, 35, 45, 57, 71, 87, 97, 99, 102, 106, 107, 108, 109, 110, 111, 120, 122, 125, 144, 148, 163, 165, 171, 188, 190], "neq": [8, 45, 103, 119, 120], "x_k": [8, 45], "theori": [8, 45], "dx": [8, 28, 35, 54, 86, 89, 90, 92, 93, 94, 95, 98, 102, 104, 105, 106, 107, 110, 111, 112, 120, 122, 125, 127, 128, 131, 132, 133, 135, 137, 162, 163, 172, 188, 191], "1137": 8, "s0036144502417715": 8, "tupl": [8, 44, 45, 56, 70, 88, 90, 92, 93, 94, 95, 98, 104, 105, 106, 107, 108, 109, 112, 113, 118, 122, 125, 137, 187, 190, 195], "1darrai": [8, 45, 47, 48, 86, 87, 89, 90, 92, 93, 94, 97, 101, 102, 120, 122, 137], "scale": [8, 10, 12, 15, 16, 18, 19, 21, 25, 28, 29, 30, 32, 35, 45, 53, 89, 90, 92, 93, 94, 95, 120, 188, 194], "getinterpolationmatrix": [8, 45], "vec": [8, 16, 19, 45, 84, 86, 89, 90, 97, 98, 99, 100, 101, 105, 106, 107, 110, 111, 112, 118, 121, 122, 123, 125, 137], "tau_m": [8, 45], "p_": [8, 45], "inter": [8, 45, 120], "pinter": [8, 45], "2darrai": [8, 45, 99, 120, 121], "row": [8, 45, 64, 66, 71, 72, 105, 148], "column": [8, 45, 71, 105, 148, 164, 165, 188], "cute": 8, "pictur": [8, 12, 18, 21, 36], "cat": 8, "coverag": 9, "flatten": [9, 48], "steep": 9, "curv": 9, "eight": 9, "briefli": [9, 195], "discuss": [9, 193], "along": [9, 13, 120], "highlight": 9, "shown": [9, 12, 16], "ye": 9, "jupyt": [9, 15], "notebook": [9, 15], "awesom": [9, 39], "statist": [9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 44, 56, 58, 61, 62, 169, 170, 171, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 191, 192, 193, 194, 195], "gather": [9, 16, 44, 120, 163, 165, 171, 172, 181, 188, 190, 191, 193, 195], "medium": 9, "group": 9, "bori": [9, 12, 120, 144, 190, 191], "becom": [9, 11, 18, 64, 71, 103, 119, 193], "evolv": 9, "proper": 9, "suppos": [9, 193, 195], "focuss": 9, "beyond": [9, 35, 191], "basi": [9, 12, 99], "present": [9, 41, 175, 191], "readm": 9, "intent": 9, "content": 9, "conform": 9, "attempt": 9, "fast": [9, 86, 87, 92, 93, 94, 95, 101, 108, 118, 120, 148], "wave": [9, 86, 87, 101, 104, 105, 148, 162, 163, 188], "rdc": 9, "ration": 9, "asymptot": 9, "fastest": 9, "bayreuth": 9, "modal": 9, "system": [9, 11, 15, 18, 32, 36, 71, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 103, 104, 105, 106, 107, 108, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 142, 143, 164, 165, 188, 190, 194], "differenti": [9, 13, 15, 73, 96, 97, 99, 100, 106, 110, 111, 116, 117, 121, 125, 137, 143], "algebra": 9, "helper": [9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 38, 41, 44, 61, 62, 97, 105, 107, 109, 120, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 190, 191, 192, 193, 194, 195], "tabl": [9, 39, 41], "search": 9, "materi": 10, "scienc": [10, 195], "paraphas": 10, "partner": 10, "flexibl": 10, "run_simple_forcing_verif": 10, "2d": [10, 11, 16, 33, 64, 72, 88, 90, 98, 112, 113, 157, 183, 194], "against": [10, 34], "known": [10, 11, 13, 42, 92, 93, 117, 120], "circl": [10, 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194, 195], "hamiltonian": [12, 21, 25, 32, 102, 109, 115, 119], "100": [12, 16, 19, 25, 29, 30, 32, 35, 89, 90, 96, 97, 100, 104, 106, 107, 108, 116, 117, 121, 124, 168, 170, 171, 172, 175, 189, 190, 191], "processor": [12, 18, 21, 32, 179, 182, 183, 184, 193, 194], "full": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 39, 48, 103, 106, 107, 118, 122, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "simple_problem": [12, 25], "defaultdict": [12, 21, 25, 32], "plot_help": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 52], "plt_helper": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "stats_help": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 52, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 190, 191, 192, 193, 194, 195], "get_sort": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 52, 56, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 190, 191, 192, 193, 194, 195], "filter_stat": [12, 21, 25, 32, 52, 56, 169, 190], "controller_class": [12, 16, 19, 21, 25, 26, 28, 29, 30, 32, 34, 35, 59, 168, 169, 170, 171, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "harmonicoscil": [12, 25, 85], "harmonic_oscil": [12, 25, 85, 109], "henonheil": [12, 25, 85], "henon_heil": [12, 25, 85, 115], "sweeper_class": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 59, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "transfer_class": [12, 21, 25, 26, 27, 32, 34, 59, 172, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 191, 192, 193, 194, 195], "transferparticles_nocoars": [12, 21, 25, 32, 152, 175, 191], "particles_to_particl": [12, 21, 25, 32, 152, 161, 175, 191], "setup_harmon": [12, 25], 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34, 35, 88, 89, 90, 96, 97, 98, 100, 104, 105, 107, 108, 112, 113, 116, 117, 118, 122, 124, 137, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "sweeper_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 64, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "num_nod": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 39, 47, 64, 142, 143, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "initial_guess": [12, 16, 19, 21, 25, 26, 27, 32, 34, 142, 143, 168, 170, 183, 184, 187, 189, 190, 194, 195], "zero": [12, 16, 19, 21, 25, 26, 27, 29, 30, 32, 34, 35, 48, 71, 97, 99, 122, 162, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 176, 177, 179, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "problem_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 163, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "amp": [12, 25, 109], "step_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "maxit": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "50": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 125, 169, 175, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 190, 191, 192, 193, 194, 195], "hook_class": [12, 21, 25, 28, 32, 35, 168, 170, 171, 175, 187, 189, 190, 191, 195], "logger_level": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 64, 168, 169, 170, 171, 174, 175, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "fill": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 51, 120, 141, 142, 147, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "easi": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 166, 167, 168, 169, 170, 171, 173, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 194, 195], "hierarchi": [12, 21, 25, 28, 32, 35, 61, 62, 147, 167, 168, 169, 170, 171, 173, 175, 176, 182, 189, 190, 194], "space_transfer_class": [12, 16, 19, 21, 25, 26, 27, 32, 34, 38, 50, 153, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 186, 187, 191, 192, 193, 194, 195], "setup_henonheil": [12, 25], "run_simul": [12, 21, 25, 32, 169, 171, 183, 187, 190, 194, 195], "prob": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 105, 107, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "arg": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 48, 88, 162, 163, 164, 165, 167, 179, 181, 182, 183, 188, 189, 193, 194], "str": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 41, 42, 45, 47, 51, 53, 54, 55, 56, 58, 64, 65, 68, 70, 71, 72, 73, 88, 92, 93, 94, 95, 106, 110, 111, 113, 122, 125, 137, 141, 147, 149, 172, 181, 182, 184, 191, 193, 194], "t0": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 61, 62, 106, 110, 111, 164, 165, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "tend": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 42, 61, 62, 66, 71, 76, 77, 164, 165, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "num_proc": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 61, 62, 168, 169, 170, 171, 174, 175, 176, 177, 178, 179, 181, 182, 183, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "maxmeanit": [12, 25, 32], "elif": [12, 16, 19, 25, 26, 27, 28, 29, 30, 32, 34, 35, 182, 187, 194, 195], "instanti": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 42, 48, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 162, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "finest": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 50, 61, 62, 65, 70, 71, 76, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "uinit": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "u_exact": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 138, 139, 163, 164, 165, 167, 168, 169, 170, 174, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "uend": [12, 16, 19, 21, 25, 28, 29, 30, 32, 34, 35, 46, 144, 145, 146, 147, 148, 149, 150, 151, 164, 165, 167, 168, 169, 170, 171, 175, 177, 178, 179, 181, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195], "stat": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 41, 44, 56, 58, 61, 62, 168, 169, 170, 171, 175, 177, 178, 179, 181, 182, 183, 184, 185, 187, 189, 190, 191, 192, 193, 194, 195], "u0": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 50, 61, 62, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 104, 105, 106, 107, 108, 109, 110, 111, 112, 116, 117, 118, 120, 121, 122, 123, 124, 125, 129, 135, 137, 138, 139, 164, 165, 168, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "filter": [12, 16, 19, 21, 25, 27, 28, 29, 30, 32, 34, 35, 56, 169, 170, 171, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 190, 192, 193, 194, 195], "iter_count": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 169, 177, 178, 179, 181, 182, 183, 184, 185, 187, 190, 192, 193, 194, 195], "niter": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 48, 167, 169, 174, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "sortbi": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 56, 169, 170, 171, 174, 175, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 190, 191, 192, 193, 194, 195], "item": [12, 16, 19, 21, 25, 27, 28, 32, 34, 35, 56, 169, 170, 171, 175, 177, 178, 179, 181, 182, 183, 184, 185, 187, 190, 191, 192, 193, 194, 195], "2f": [12, 16, 19, 21, 25, 28, 32, 35, 167, 169, 172, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "2i": [12, 16, 19, 21, 25, 28, 32, 35, 163, 165, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 186, 188, 189, 190, 191, 192, 193, 194, 195], "mean": [12, 13, 14, 15, 16, 18, 19, 21, 25, 28, 32, 35, 70, 71, 77, 97, 99, 112, 122, 147, 177, 178, 182, 183, 184, 187, 192, 194, 195], "rang": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 97, 105, 122, 162, 163, 165, 172, 173, 176, 177, 178, 182, 183, 184, 187, 188, 191, 192, 194, 195], "ptp": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "max": [12, 16, 19, 21, 25, 28, 32, 35, 67, 88, 113, 163, 165, 177, 178, 182, 183, 184, 185, 188, 192, 194, 195], "min": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 163, 165, 173, 177, 178, 182, 183, 184, 185, 188, 191, 192, 194, 195], "int": [12, 16, 19, 21, 25, 28, 32, 35, 39, 42, 44, 45, 46, 47, 54, 57, 61, 65, 66, 71, 76, 80, 82, 83, 84, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 104, 105, 106, 107, 108, 110, 111, 112, 113, 116, 117, 120, 122, 124, 125, 137, 144, 147, 148, 172, 177, 178, 182, 183, 184, 191, 192, 194], "argmax": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "argmin": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "std": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "var": [12, 16, 19, 21, 25, 28, 32, 35, 177, 178, 182, 183, 184, 192, 194], "float": [12, 16, 19, 21, 25, 26, 27, 28, 32, 34, 35, 39, 41, 42, 46, 47, 48, 50, 53, 65, 66, 71, 76, 86, 87, 88, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 137, 138, 139, 141, 177, 178, 179, 182, 183, 184, 192, 193, 194], "assert": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "fname": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 58, 163, 165, 168, 170, 179, 180, 181, 184, 185, 188, 189, 190, 193, 194, 195], "dat": [12, 16, 19, 21, 25, 32], 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"verlet": 151, "transfer_class": [152, 153, 154, 155, 156, 157, 158, 159, 160, 161], "basetransfer_mass": 153, "transferfenicsmesh": 154, "transfermesh": 155, "transfermesh_fft": 156, "transfermesh_fft2d": 157, "transfermesh_mpifft": 158, "transfermesh_nocoars": 159, "transferpetscdmda": 160, "transferparticles_nocoars": 161, "A": [188, 189, 190, 191, 192, 193, 194, 195], "spatial": [188, 191], "part": [188, 189, 190, 191, 192, 193, 194, 195], "setup": 188, "b": [188, 189, 190, 191, 192, 193, 194, 195], "accuraci": 188, "check": 188, "c": [188, 189, 190, 191, 192, 193, 194, 195], "d": [188, 191], "data": 189, "structur": 189, "my": [189, 192], "us": 189, "": 189, "frontend": 189, "statist": 190, "new": 190, "ad": 190, "studi": 190, "type": 190, "multilevel": [191, 192], "transfer": 191, "oper": 191, "hierarchi": [191, 192], "v": 191, "mlsdc": 191, "5": 192, "run": 192, "6": 193, "advanc": [193, 195], "The": 193, "nonmpi": 193, "odd": 193, "tempor": 193, "distribut": 193, "7": 194, "extern": 194, "librari": 194, "fenic": 194, "mpi4pi": 194, "fft": 194, "fourier": 194, "transform": 194, "space": 194, "petsc": 194, "8": 195, "topic": 195, "visual": 195, "residu": 195, "iter": 195, "x": 195, "To": 195}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx": 60}, "alltitles": {"Changelog": [[0, "changelog"]], "Contributor Covenant Code of Conduct": [[1, "contributor-covenant-code-of-conduct"]], "Our Pledge": [[1, "our-pledge"]], "Our Standards": [[1, "our-standards"]], "Enforcement Responsibilities": [[1, "enforcement-responsibilities"]], "Scope": [[1, "scope"]], "Enforcement": [[1, "enforcement"]], "Enforcement Guidelines": [[1, "enforcement-guidelines"]], "1. Correction": [[1, "correction"]], "2. Warning": [[1, "warning"]], "3. Temporary Ban": [[1, "temporary-ban"]], "4. Permanent Ban": [[1, "permanent-ban"]], "Attribution": [[1, "attribution"]], "How to contribute to pySDC": [[2, "how-to-contribute-to-pysdc"]], "Welcome to pySDC!": [[3, "welcome-to-pysdc"], [9, "welcome-to-pysdc"]], "Features": [[3, "features"], [9, "features"]], "Getting started": [[3, "getting-started"], [9, "getting-started"]], "How to cite": [[3, "how-to-cite"], [9, "how-to-cite"]], "Contributing": [[3, "contributing"], [9, "contributing"]], "Acknowledgements": [[3, "acknowledgements"], [9, "acknowledgements"]], "Recommendations for pull requests": [[4, "recommendations-for-pull-requests"]], "Contributing to the main branch": [[4, "contributing-to-the-main-branch"]], "Release development branches": [[4, "release-development-branches"]], "Feature development branches": [[4, "feature-development-branches"]], "Continuous Integration in pySDC": [[5, "continuous-integration-in-pysdc"]], "Code linting": [[5, "code-linting"]], "Code testing": [[5, "code-testing"]], "Code coverage": [[5, "code-coverage"]], "Coverage exceptions": [[5, "coverage-exceptions"]], "Documentation generation": [[5, "documentation-generation"]], "Naming conventions in pySDC": [[6, "naming-conventions-in-pysdc"]], "First definitions": [[6, "first-definitions"]], "Packages and modules names": [[6, "packages-and-modules-names"]], "Class names": [[6, "class-names"]], "Function and variables names": [[6, "function-and-variables-names"]], "Private and public attributes": [[6, "private-and-public-attributes"]], "Constants": [[6, "constants"]], "Custom implementation guidelines": [[7, "custom-implementation-guidelines"]], "Implementing a custom problem class": [[7, "implementing-a-custom-problem-class"]], "Documenting Code": [[8, "documenting-code"]], "Tests": [[9, "tests"], [15, "tests"]], "User Guide": [[9, "user-guide"]], "Tutorial": [[9, "tutorial"]], "Playgrounds": [[9, "playgrounds"]], "Projects": [[9, "projects"]], "API documentation": [[9, "api-documentation"]], "Allen-Cahn problems from Bayreuth": [[10, "allen-cahn-problems-from-bayreuth"]], "Verification": [[10, "verification"]], "Benchmark": [[10, "benchmark"]], "Application": [[10, "application"]], "Further/related files": [[10, "further-related-files"]], "Solving differential algebraic equations with SDC": [[11, "solving-differential-algebraic-equations-with-sdc"]], "Project overview": [[11, "project-overview"]], "Theoretical details": [[11, "theoretical-details"]], "Second-order Problems": [[12, "second-order-problems"]], "Simple problems": [[12, "simple-problems"]], "Solar system problem": [[12, "solar-system-problem"]], "Fermi-Pasta-Ulam-Tsingou problem": [[12, "fermi-pasta-ulam-tsingou-problem"]], "Parallel-in-time simulation for multi-modal energy systems": [[13, "parallel-in-time-simulation-for-multi-modal-energy-systems"]], "What are switching processes in power systems?": [[13, "what-are-switching-processes-in-power-systems"]], "Pi-line": [[13, "pi-line"]], "Buck converter": [[13, "buck-converter"]], "Battery drain model": [[13, "battery-drain-model"]], "RDC: Rational Deferred Corrections": [[14, "rdc-rational-deferred-corrections"]], "Testing RDC convergence": [[14, "testing-rdc-convergence"]], "Multi-level RDC and PFASST with RDC": [[14, "multi-level-rdc-and-pfasst-with-rdc"]], "Resilience in SDC": [[15, "resilience-in-sdc"]], "What is the fastest SDC variant?": [[16, "what-is-the-fastest-sdc-variant"]], "Fisher and Gray-Scott equations": [[16, "fisher-and-gray-scott-equations"]], "Asymptotic convergence of PFASST": [[17, "asymptotic-convergence-of-pfasst"]], "Organisation of the project": [[17, "organisation-of-the-project"]], "Compression in pySDC": [[18, "compression-in-pysdc"]], "Introduction": [[18, "introduction"]], "Methods": [[18, "methods"]], "Proof of Concept": [[18, "proof-of-concept"]], "Fast-Wave-Slow-Wave SDC": [[33, "fast-wave-slow-wave-sdc"]], "Theoretical results": [[33, "theoretical-results"]], "Acoustic-advection example": [[33, "acoustic-advection-example"]], "Boussinesq example": [[33, "boussinesq-example"]], "Matrix-based versions of PFASST": [[34, "matrix-based-versions-of-pfasst"]], "Matrix-based PFASST": [[34, "matrix-based-pfasst"]], "Propagator-based PFASST": [[34, "propagator-based-pfasst"]], "Attempts to parallelize SDC": [[35, "attempts-to-parallelize-sdc"]], "Different preconditioners for SDC": [[35, "different-preconditioners-for-sdc"]], "Node-parallel SDC with MPI": [[35, "node-parallel-sdc-with-mpi"], [35, "id1"]], "Simplified Newton for nonlinear problems": [[35, "simplified-newton-for-nonlinear-problems"]], "Performance analysis of pySDC": [[36, "performance-analysis-of-pysdc"]], "Python codes": [[36, "python-codes"]], "Jobscripts": [[36, "jobscripts"]], "Results": [[36, "results"]], "core package": [[37, "core-package"]], "Submodules": [[37, "submodules"], [52, "submodules"], [60, "submodules"], [63, "submodules"], [79, "submodules"], [85, "submodules"], [126, "submodules"], [130, "submodules"], [140, "submodules"], [152, "submodules"]], "Module contents": [[37, "module-core"], [52, "module-helpers"], [59, "module-implementations"], [60, "module-implementations.controller_classes"], [63, "module-implementations.convergence_controller_classes"], [79, "module-implementations.datatype_classes"], [85, "module-implementations.problem_classes"], [126, "module-implementations.problem_classes.acoustic_helpers"], [130, "module-implementations.problem_classes.boussinesq_helpers"], [140, "module-implementations.sweeper_classes"], [152, "module-implementations.transfer_classes"]], "core.BaseTransfer module": [[38, "module-core.BaseTransfer"]], "core.Collocation module": [[39, "module-core.Collocation"]], "core.Common module": [[40, "module-core.Common"]], "Description": [[40, "description"], [48, "description"]], "core.Controller module": [[41, "module-core.Controller"]], "core.ConvergenceController module": [[42, "module-core.ConvergenceController"]], "core.Errors module": [[43, "module-core.Errors"]], "core.Hooks module": [[44, "module-core.Hooks"]], "core.Lagrange module": [[45, "module-core.Lagrange"]], "core.Level module": [[46, "module-core.Level"]], "core.Nodes module": [[47, "module-core.Nodes"]], "core.Problem module": [[48, "module-core.Problem"]], "core.SpaceTransfer module": [[49, "module-core.SpaceTransfer"]], "core.Step module": [[50, "module-core.Step"]], "core.Sweeper module": [[51, "module-core.Sweeper"]], "helpers package": [[52, "helpers-package"]], "helpers.plot_helper module": [[53, "module-helpers.plot_helper"]], "helpers.problem_helper module": [[54, "module-helpers.problem_helper"]], "helpers.pysdc_helper module": [[55, "module-helpers.pysdc_helper"]], "helpers.stats_helper module": [[56, "module-helpers.stats_helper"]], "helpers.transfer_helper module": [[57, "module-helpers.transfer_helper"]], "helpers.visualization_tools module": [[58, "module-helpers.visualization_tools"]], "implementations package": [[59, "implementations-package"]], "Subpackages": [[59, 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"module-implementations.convergence_controller_classes.basic_restarting"]], "implementations.convergence_controller_classes.check_convergence module": [[67, "module-implementations.convergence_controller_classes.check_convergence"]], "implementations.convergence_controller_classes.check_iteration_estimator module": [[68, "module-implementations.convergence_controller_classes.check_iteration_estimator"]], "implementations.convergence_controller_classes.estimate_contraction_factor module": [[69, "module-implementations.convergence_controller_classes.estimate_contraction_factor"]], "implementations.convergence_controller_classes.estimate_embedded_error module": [[70, "module-implementations.convergence_controller_classes.estimate_embedded_error"]], "implementations.convergence_controller_classes.estimate_extrapolation_error module": [[71, "module-implementations.convergence_controller_classes.estimate_extrapolation_error"]], "Abstract base class for extrapolated error estimates": [[71, "abstract-base-class-for-extrapolated-error-estimates"]], "implementations.convergence_controller_classes.estimate_polynomial_error module": [[72, "module-implementations.convergence_controller_classes.estimate_polynomial_error"]], "implementations.convergence_controller_classes.hotrod module": [[73, "module-implementations.convergence_controller_classes.hotrod"]], "implementations.convergence_controller_classes.inexactness module": [[74, "module-implementations.convergence_controller_classes.inexactness"]], "implementations.convergence_controller_classes.interpolate_between_restarts module": [[75, "module-implementations.convergence_controller_classes.interpolate_between_restarts"]], "implementations.convergence_controller_classes.spread_step_sizes module": [[76, "module-implementations.convergence_controller_classes.spread_step_sizes"]], "implementations.convergence_controller_classes.step_size_limiter module": [[77, "module-implementations.convergence_controller_classes.step_size_limiter"]], "implementations.convergence_controller_classes.store_uold module": [[78, "module-implementations.convergence_controller_classes.store_uold"]], "implementations.datatype_classes package": [[79, "implementations-datatype-classes-package"]], "implementations.datatype_classes.cupy_mesh module": [[80, "module-implementations.datatype_classes.cupy_mesh"]], "implementations.datatype_classes.fenics_mesh module": [[81, "module-implementations.datatype_classes.fenics_mesh"]], "implementations.datatype_classes.mesh module": [[82, "module-implementations.datatype_classes.mesh"]], "implementations.datatype_classes.particles module": [[83, "module-implementations.datatype_classes.particles"]], "implementations.datatype_classes.petsc_vec module": [[84, "module-implementations.datatype_classes.petsc_vec"]], "implementations.problem_classes package": [[85, "implementations-problem-classes-package"]], "implementations.problem_classes.AcousticAdvection_1D_FD_imex module": [[86, "module-implementations.problem_classes.AcousticAdvection_1D_FD_imex"]], "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT module": [[87, "module-implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT"]], "implementations.problem_classes.AdvectionEquation_ND_FD module": [[88, "module-implementations.problem_classes.AdvectionEquation_ND_FD"]], "implementations.problem_classes.AllenCahn_1D_FD module": [[89, "module-implementations.problem_classes.AllenCahn_1D_FD"]], "implementations.problem_classes.AllenCahn_2D_FD module": [[90, "module-implementations.problem_classes.AllenCahn_2D_FD"]], "implementations.problem_classes.AllenCahn_2D_FD_gpu module": [[91, "implementations-problem-classes-allencahn-2d-fd-gpu-module"]], "implementations.problem_classes.AllenCahn_2D_FFT module": [[92, "module-implementations.problem_classes.AllenCahn_2D_FFT"]], "implementations.problem_classes.AllenCahn_2D_FFT_gpu module": [[93, "module-implementations.problem_classes.AllenCahn_2D_FFT_gpu"]], "implementations.problem_classes.AllenCahn_MPIFFT module": [[94, "module-implementations.problem_classes.AllenCahn_MPIFFT"]], "implementations.problem_classes.AllenCahn_Temp_MPIFFT module": [[95, "module-implementations.problem_classes.AllenCahn_Temp_MPIFFT"]], "implementations.problem_classes.Auzinger_implicit module": [[96, "module-implementations.problem_classes.Auzinger_implicit"]], "implementations.problem_classes.Battery module": [[97, "module-implementations.problem_classes.Battery"]], "implementations.problem_classes.Boussinesq_2D_FD_imex module": [[98, "module-implementations.problem_classes.Boussinesq_2D_FD_imex"]], "implementations.problem_classes.BuckConverter module": [[99, "module-implementations.problem_classes.BuckConverter"]], "implementations.problem_classes.DiscontinuousTestODE module": [[100, "module-implementations.problem_classes.DiscontinuousTestODE"]], "implementations.problem_classes.FastWaveSlowWave_0D module": [[101, "module-implementations.problem_classes.FastWaveSlowWave_0D"]], "implementations.problem_classes.FermiPastaUlamTsingou module": [[102, "module-implementations.problem_classes.FermiPastaUlamTsingou"]], "implementations.problem_classes.FullSolarSystem module": [[103, "module-implementations.problem_classes.FullSolarSystem"]], "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module": [[104, "module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit"]], "implementations.problem_classes.GeneralizedFisher_1D_PETSc module": [[105, "module-implementations.problem_classes.GeneralizedFisher_1D_PETSc"]], "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module": [[106, "module-implementations.problem_classes.GrayScott_1D_FEniCS_implicit"]], "implementations.problem_classes.GrayScott_2D_PETSc_periodic module": [[107, "module-implementations.problem_classes.GrayScott_2D_PETSc_periodic"]], "implementations.problem_classes.GrayScott_MPIFFT module": [[108, "module-implementations.problem_classes.GrayScott_MPIFFT"]], "implementations.problem_classes.HarmonicOscillator module": [[109, "module-implementations.problem_classes.HarmonicOscillator"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module": [[110, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced"]], "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module": [[111, "module-implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced"]], "implementations.problem_classes.HeatEquation_2D_PETSc_forced module": [[112, "module-implementations.problem_classes.HeatEquation_2D_PETSc_forced"]], "implementations.problem_classes.HeatEquation_ND_FD module": [[113, "module-implementations.problem_classes.HeatEquation_ND_FD"]], "implementations.problem_classes.HeatEquation_ND_FD_CuPy module": [[114, "implementations-problem-classes-heatequation-nd-fd-cupy-module"]], "implementations.problem_classes.HenonHeiles module": [[115, "module-implementations.problem_classes.HenonHeiles"]], "implementations.problem_classes.LogisticEquation module": [[116, "module-implementations.problem_classes.LogisticEquation"]], "implementations.problem_classes.Lorenz module": [[117, "module-implementations.problem_classes.Lorenz"]], "implementations.problem_classes.NonlinearSchroedinger_MPIFFT module": [[118, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "implementations.problem_classes.OuterSolarSystem module": [[119, "module-implementations.problem_classes.OuterSolarSystem"]], "implementations.problem_classes.PenningTrap_3D module": [[120, "module-implementations.problem_classes.PenningTrap_3D"]], "implementations.problem_classes.Piline module": [[121, "module-implementations.problem_classes.Piline"]], "implementations.problem_classes.Quench module": [[122, "module-implementations.problem_classes.Quench"]], "implementations.problem_classes.TestEquation_0D module": [[123, "module-implementations.problem_classes.TestEquation_0D"]], "implementations.problem_classes.Van_der_Pol_implicit module": [[124, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic module": [[125, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "implementations.problem_classes.acoustic_helpers package": [[126, "implementations-problem-classes-acoustic-helpers-package"]], "implementations.problem_classes.acoustic_helpers.buildFDMatrix module": [[127, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix module": [[128, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "implementations.problem_classes.acoustic_helpers.standard_integrators module": [[129, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers package": [[130, "implementations-problem-classes-boussinesq-helpers-package"]], "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix module": [[131, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix module": [[132, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildFDMatrix module": [[133, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "implementations.problem_classes.boussinesq_helpers.helper_classes module": [[134, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators module": [[135, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "implementations.problem_classes.boussinesq_helpers.unflatten module": [[136, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "implementations.problem_classes.generic_ND_FD module": [[137, "module-implementations.problem_classes.generic_ND_FD"]], "implementations.problem_classes.nonlinear_ODE_1 module": [[138, "module-implementations.problem_classes.nonlinear_ODE_1"]], "implementations.problem_classes.polynomial_test_problem module": [[139, "module-implementations.problem_classes.polynomial_test_problem"]], "implementations.sweeper_classes package": [[140, "implementations-sweeper-classes-package"]], "implementations.sweeper_classes.Multistep module": [[141, "module-implementations.sweeper_classes.Multistep"]], "implementations.sweeper_classes.Runge_Kutta module": [[142, "module-implementations.sweeper_classes.Runge_Kutta"]], "implementations.sweeper_classes.Runge_Kutta_Nystrom module": [[143, "module-implementations.sweeper_classes.Runge_Kutta_Nystrom"]], "implementations.sweeper_classes.boris_2nd_order module": [[144, "module-implementations.sweeper_classes.boris_2nd_order"]], "implementations.sweeper_classes.explicit module": [[145, "module-implementations.sweeper_classes.explicit"]], "implementations.sweeper_classes.generic_implicit module": [[146, "module-implementations.sweeper_classes.generic_implicit"]], "implementations.sweeper_classes.generic_implicit_MPI module": [[147, "module-implementations.sweeper_classes.generic_implicit_MPI"]], "implementations.sweeper_classes.imex_1st_order module": [[148, "module-implementations.sweeper_classes.imex_1st_order"]], "implementations.sweeper_classes.imex_1st_order_mass module": [[149, "module-implementations.sweeper_classes.imex_1st_order_mass"]], "implementations.sweeper_classes.multi_implicit module": [[150, "module-implementations.sweeper_classes.multi_implicit"]], "implementations.sweeper_classes.verlet 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first sweeper": [[189, "part-b-my-first-sweeper"]], "Part C: Using pySDC\u2019s frontend": [[189, "part-c-using-pysdc-s-frontend"]], "Step-3: Statistics and a new sweeper": [[190, "step-3-statistics-and-a-new-sweeper"]], "Part A: Getting statistics": [[190, "part-a-getting-statistics"]], "Part B: Adding statistics": [[190, "part-b-adding-statistics"]], "Part C: Studying collocation node types": [[190, "part-c-studying-collocation-node-types"]], "Step-4: Multilevel SDC": [[191, "step-4-multilevel-sdc"]], "Part A: Spatial transfer operators": [[191, "part-a-spatial-transfer-operators"]], "Part B: Multilevel hierarchy": [[191, "part-b-multilevel-hierarchy"]], "Part C: SDC vs. MLSDC": [[191, "part-c-sdc-vs-mlsdc"]], "Part D: MLSDC with particles": [[191, "part-d-mlsdc-with-particles"]], "Step-5: PFASST": [[192, "step-5-pfasst"]], "Part A: Multistep multilevel hierarchy": [[192, "part-a-multistep-multilevel-hierarchy"]], "Part B: My first PFASST run": [[192, "part-b-my-first-pfasst-run"]], "Part C: Advection and PFASST": [[192, "part-c-advection-and-pfasst"]], "Step-6: Advanced PFASST controllers": [[193, "step-6-advanced-pfasst-controllers"]], "Part A: The nonMPI controller": [[193, "part-a-the-nonmpi-controller"]], "Part B: Odd temporal distribution": [[193, "part-b-odd-temporal-distribution"]], "Part C: MPI parallelization": [[193, "part-c-mpi-parallelization"]], "Step-7: pySDC with external libraries": [[194, "step-7-pysdc-with-external-libraries"]], "Part A: pySDC and FEniCS": [[194, "part-a-pysdc-and-fenics"]], "Part B: mpi4py-fft for parallel Fourier transforms": [[194, "part-b-mpi4py-fft-for-parallel-fourier-transforms"]], "Part C: Time-parallel pySDC with space-parallel PETSc": [[194, "part-c-time-parallel-pysdc-with-space-parallel-petsc"]], "Step-8: Advanced topics": [[195, "step-8-advanced-topics"]], "Part A: Visualizing Residuals": [[195, "part-a-visualizing-residuals"]], "Part B: Multi-step SDC": [[195, "part-b-multi-step-sdc"]], "Part C: Iteration estimator": [[195, "part-c-iteration-estimator"]], "Part X: To be continued\u2026": [[195, "part-x-to-be-continued"]]}, "indexentries": {"core": [[37, "module-core"]], "module": [[37, "module-core"], [38, "module-core.BaseTransfer"], [39, "module-core.Collocation"], [40, "module-core.Common"], [41, "module-core.Controller"], [42, "module-core.ConvergenceController"], [43, "module-core.Errors"], [44, "module-core.Hooks"], [45, "module-core.Lagrange"], [46, "module-core.Level"], [47, "module-core.Nodes"], [48, "module-core.Problem"], [49, "module-core.SpaceTransfer"], [50, "module-core.Step"], [51, "module-core.Sweeper"], [52, "module-helpers"], [53, "module-helpers.plot_helper"], [54, "module-helpers.problem_helper"], [55, "module-helpers.pysdc_helper"], [56, "module-helpers.stats_helper"], [57, "module-helpers.transfer_helper"], [58, "module-helpers.visualization_tools"], [59, "module-implementations"], [60, "module-implementations.controller_classes"], [61, 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(base_transfer method)": [[38, "core.BaseTransfer.base_transfer.prolong_f"]], "restrict() (base_transfer method)": [[38, "core.BaseTransfer.base_transfer.restrict"]], "collbase (class in core.collocation)": [[39, "core.Collocation.CollBase"]], "qmat (collbase attribute)": [[39, "core.Collocation.CollBase.Qmat"]], "smat (collbase attribute)": [[39, "core.Collocation.CollBase.Smat"]], "core.collocation": [[39, "module-core.Collocation"]], "delta_m (collbase attribute)": [[39, "core.Collocation.CollBase.delta_m"]], "evaluate() (collbase static method)": [[39, "core.Collocation.CollBase.evaluate"]], "left_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.left_is_node"]], "nodes (collbase attribute)": [[39, "core.Collocation.CollBase.nodes"]], "num_nodes (collbase attribute)": [[39, "core.Collocation.CollBase.num_nodes"]], "right_is_node (collbase attribute)": [[39, "core.Collocation.CollBase.right_is_node"]], "tleft (collbase attribute)": [[39, 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(vanderpol attribute)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_f"]], "dtype_u (vanderpol attribute)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.dtype_u"]], "eval_f() (vanderpol method)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.eval_f"]], "implementations.problem_classes.van_der_pol_implicit": [[124, "module-implementations.problem_classes.Van_der_Pol_implicit"]], "solve_system() (vanderpol method)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.solve_system"]], "u_exact() (vanderpol method)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.u_exact"]], "vanderpol (class in implementations.problem_classes.van_der_pol_implicit)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol"]], "work_counters (vanderpol attribute)": [[124, "implementations.problem_classes.Van_der_Pol_implicit.vanderpol.work_counters"]], "k (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.K"]], "m (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.M"]], "v (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.V"]], "dtype_f (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_f"]], "dtype_u (fenics_vortex_2d attribute)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.dtype_u"]], "eval_f() (fenics_vortex_2d method)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.eval_f"]], "fenics_vortex_2d (class in implementations.problem_classes.vorticityvelocity_2d_fenics_periodic)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d"]], "implementations.problem_classes.vorticityvelocity_2d_fenics_periodic": [[125, "module-implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic"]], "solve_system() (fenics_vortex_2d method)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.solve_system"]], "u_exact() (fenics_vortex_2d method)": [[125, "implementations.problem_classes.VorticityVelocity_2D_FEniCS_periodic.fenics_vortex_2d.u_exact"]], "implementations.problem_classes.acoustic_helpers": [[126, "module-implementations.problem_classes.acoustic_helpers"]], "getbcleft() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getBCRight"]], "gethorizontaldx() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getHorizontalDx"]], "getmatrix() (in module implementations.problem_classes.acoustic_helpers.buildfdmatrix)": [[127, "implementations.problem_classes.acoustic_helpers.buildFDMatrix.getMatrix"]], "implementations.problem_classes.acoustic_helpers.buildfdmatrix": [[127, "module-implementations.problem_classes.acoustic_helpers.buildFDMatrix"]], "getwave1dadvectionmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DAdvectionMatrix"]], "getwave1dmatrix() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWave1DMatrix"]], "getwavebcleft() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCLeft"]], "getwavebcright() (in module implementations.problem_classes.acoustic_helpers.buildwave1dmatrix)": [[128, "implementations.problem_classes.acoustic_helpers.buildWave1DMatrix.getWaveBCRight"]], "implementations.problem_classes.acoustic_helpers.buildwave1dmatrix": [[128, "module-implementations.problem_classes.acoustic_helpers.buildWave1DMatrix"]], "bdf2 (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk"]], "f() (dirk method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f"]], "f_fast() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast"]], "f_fast_solve() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_fast_solve"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_fast_solve"]], "f_slow() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.f_slow"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.f_slow"]], "f_solve() (dirk method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.f_solve"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.f_solve"]], "firsttimestep() (bdf2 method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.firsttimestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.firsttimestep"]], "implementations.problem_classes.acoustic_helpers.standard_integrators": [[129, "module-implementations.problem_classes.acoustic_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex"]], "timestep() (bdf2 method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.bdf2.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.timestep"]], "timestep() (dirk method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.dirk.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk.timestep"]], "timestep() (rk_imex method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.rk_imex.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex.timestep"]], "timestep() (trapezoidal method)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal.timestep"], [135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.timestep"]], "trapezoidal (class in implementations.problem_classes.acoustic_helpers.standard_integrators)": [[129, "implementations.problem_classes.acoustic_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers": [[130, "module-implementations.problem_classes.boussinesq_helpers"]], "get2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMatrix"]], "get2dmesh() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DMesh"]], "get2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.get2DUpwindMatrix"]], "getbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCHorizontal"]], "getbcvertical() (in module implementations.problem_classes.boussinesq_helpers.build2dfdmatrix)": [[131, "implementations.problem_classes.boussinesq_helpers.build2DFDMatrix.getBCVertical"]], "implementations.problem_classes.boussinesq_helpers.build2dfdmatrix": [[131, "module-implementations.problem_classes.boussinesq_helpers.build2DFDMatrix"]], "getboussinesq2dmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DMatrix"]], "getboussinesq2dupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesq2DUpwindMatrix"]], "getboussinesqbchorizontal() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCHorizontal"]], "getboussinesqbcvertical() (in module implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix)": [[132, "implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.getBoussinesqBCVertical"]], "implementations.problem_classes.boussinesq_helpers.buildboussinesq2dmatrix": [[132, "module-implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix"]], "getbcleft() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCLeft"]], "getbcright() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getBCRight"]], "getmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getMatrix"]], "getupwindmatrix() (in module implementations.problem_classes.boussinesq_helpers.buildfdmatrix)": [[133, "implementations.problem_classes.boussinesq_helpers.buildFDMatrix.getUpwindMatrix"]], "implementations.problem_classes.boussinesq_helpers.buildfdmatrix": [[133, "module-implementations.problem_classes.boussinesq_helpers.buildFDMatrix"]], "callback (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback"]], "add() (logging method)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging.add"]], "getcounter() (callback method)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getcounter"]], "getresidual() (callback method)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.Callback.getresidual"]], "implementations.problem_classes.boussinesq_helpers.helper_classes": [[134, "module-implementations.problem_classes.boussinesq_helpers.helper_classes"]], "logging (class in implementations.problem_classes.boussinesq_helpers.helper_classes)": [[134, "implementations.problem_classes.boussinesq_helpers.helper_classes.logging"]], "numsmalltimesteps() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.NumSmallTimeSteps"]], "rk3lin() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.RK3Lin"]], "splitexplicit (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit"]], "verletlin() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.VerletLin"]], "bdf2 (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2"]], "dirk (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.dirk"]], "f() (bdf2 method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f"]], "f() (trapezoidal method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f"]], "f_fast() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fast"]], "f_fastmom() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastMom"]], "f_fastther() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_fastTher"]], "f_slow() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.f_slow"]], "f_solve() (bdf2 method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.bdf2.f_solve"]], "f_solve() (trapezoidal method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal.f_solve"]], "implementations.problem_classes.boussinesq_helpers.standard_integrators": [[135, "module-implementations.problem_classes.boussinesq_helpers.standard_integrators"]], "rk_imex (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.rk_imex"]], "timestep() (splitexplicit method)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.SplitExplicit.timestep"]], "trapezoidal (class in implementations.problem_classes.boussinesq_helpers.standard_integrators)": [[135, "implementations.problem_classes.boussinesq_helpers.standard_integrators.trapezoidal"]], "implementations.problem_classes.boussinesq_helpers.unflatten": [[136, "module-implementations.problem_classes.boussinesq_helpers.unflatten"]], "unflatten() (in module implementations.problem_classes.boussinesq_helpers.unflatten)": [[136, "implementations.problem_classes.boussinesq_helpers.unflatten.unflatten"]], "a (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.A"]], "genericndimfindiff (class in implementations.problem_classes.generic_nd_fd)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff"]], "id (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.Id"]], "dtype_f (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_f"]], "dtype_u (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dtype_u"]], "dx (genericndimfindiff property)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.dx"]], "eval_f() (genericndimfindiff method)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.eval_f"]], "grids (genericndimfindiff property)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.grids"]], "implementations.problem_classes.generic_nd_fd": [[137, "module-implementations.problem_classes.generic_ND_FD"]], "ndim (genericndimfindiff property)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.ndim"]], "solve_system() (genericndimfindiff method)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.solve_system"]], "xvalues (genericndimfindiff attribute)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff.xvalues"]], "dtype_f (nonlinear_ode_1 attribute)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_f"]], "dtype_u (nonlinear_ode_1 attribute)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.dtype_u"]], "eval_f() (nonlinear_ode_1 method)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.eval_f"]], "implementations.problem_classes.nonlinear_ode_1": [[138, "module-implementations.problem_classes.nonlinear_ODE_1"]], "nonlinear_ode_1 (class in implementations.problem_classes.nonlinear_ode_1)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1"]], "solve_system() (nonlinear_ode_1 method)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.solve_system"]], "u_exact() (nonlinear_ode_1 method)": [[138, "implementations.problem_classes.nonlinear_ODE_1.nonlinear_ODE_1.u_exact"]], "dtype_f (polynomial_testequation attribute)": [[139, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.dtype_f"]], "dtype_u (polynomial_testequation attribute)": [[139, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.dtype_u"]], "eval_f() (polynomial_testequation method)": [[139, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.eval_f"]], "implementations.problem_classes.polynomial_test_problem": [[139, "module-implementations.problem_classes.polynomial_test_problem"]], "polynomial_testequation (class in implementations.problem_classes.polynomial_test_problem)": [[139, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation"]], "solve_system() (polynomial_testequation method)": [[139, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.solve_system"]], "u_exact() (polynomial_testequation method)": [[139, "implementations.problem_classes.polynomial_test_problem.polynomial_testequation.u_exact"]], "implementations.sweeper_classes": [[140, "module-implementations.sweeper_classes"]], "adamsbashforthexplicit1step (class in implementations.sweeper_classes.multistep)": [[141, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step"]], "adamsmoultonimplicit1step (class in implementations.sweeper_classes.multistep)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step"]], "adamsmoultonimplicit2step (class in implementations.sweeper_classes.multistep)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step"]], "backwardeuler (class in implementations.sweeper_classes.multistep)": [[141, "implementations.sweeper_classes.Multistep.BackwardEuler"]], "cache (class in implementations.sweeper_classes.multistep)": [[141, "implementations.sweeper_classes.Multistep.Cache"]], "multistep (class in implementations.sweeper_classes.multistep)": [[141, "implementations.sweeper_classes.Multistep.MultiStep"]], "alpha (adamsbashforthexplicit1step attribute)": [[141, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step.alpha"]], "alpha (adamsmoultonimplicit1step attribute)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step.alpha"]], "alpha (adamsmoultonimplicit2step attribute)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.alpha"]], "alpha (backwardeuler attribute)": [[141, "implementations.sweeper_classes.Multistep.BackwardEuler.alpha"]], "alpha (multistep attribute)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.alpha"]], "beta (adamsbashforthexplicit1step attribute)": [[141, "implementations.sweeper_classes.Multistep.AdamsBashforthExplicit1Step.beta"]], "beta (adamsmoultonimplicit1step attribute)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit1Step.beta"]], "beta (adamsmoultonimplicit2step attribute)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.beta"]], "beta (backwardeuler attribute)": [[141, "implementations.sweeper_classes.Multistep.BackwardEuler.beta"]], "beta (multistep attribute)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.beta"]], "compute_end_point() (multistep method)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.compute_end_point"]], "compute_residual() (multistep method)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.compute_residual"]], "generate_starting_values() (adamsmoultonimplicit2step method)": [[141, "implementations.sweeper_classes.Multistep.AdamsMoultonImplicit2Step.generate_starting_values"]], "generate_starting_values() (multistep method)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.generate_starting_values"]], "implementations.sweeper_classes.multistep": [[141, "module-implementations.sweeper_classes.Multistep"]], "predict() (multistep method)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.predict"]], "update() (cache method)": [[141, "implementations.sweeper_classes.Multistep.Cache.update"]], "update_nodes() (multistep method)": [[141, "implementations.sweeper_classes.Multistep.MultiStep.update_nodes"]], "ark54 (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK54"]], "ark548l2sa (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA"]], "ark548l2saerk (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK"]], "ark548l2saerk2 (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2"]], "ark548l2saesdirk (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK"]], "ark548l2saesdirk2 (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2"]], "backwardeuler (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler"]], "butchertableau (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ButcherTableau"]], "butchertableauclass (ark54 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass"]], "butchertableauclass (ark548l2sa attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass"]], "butchertableauclass (ark548l2saerk attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.ButcherTableauClass"]], "butchertableauclass (ark548l2saesdirk2 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.ButcherTableauClass"]], "butchertableauclass (cash_karp attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.ButcherTableauClass"]], "butchertableauclass (dirk43 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.DIRK43.ButcherTableauClass"]], "butchertableauclass (esdirk53 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.ButcherTableauClass"]], "butchertableauclass (heun_euler attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.ButcherTableauClass"]], "butchertableauclass (rungekutta attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.ButcherTableauClass"]], "butchertableauclass_explicit (ark54 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass_explicit"]], "butchertableauclass_explicit (ark548l2sa attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit"]], "butchertableauclass_explicit (rungekuttaimex attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.ButcherTableauClass_explicit"]], "butchertableauembedded (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded"]], "cash_karp (class in implementations.sweeper_classes.runge_kutta)": [[142, 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"module-implementations.sweeper_classes.multi_implicit"]], "integrate() (multi_implicit method)": [[150, "implementations.sweeper_classes.multi_implicit.multi_implicit.integrate"]], "multi_implicit (class in implementations.sweeper_classes.multi_implicit)": [[150, "implementations.sweeper_classes.multi_implicit.multi_implicit"]], "update_nodes() (multi_implicit method)": [[150, "implementations.sweeper_classes.multi_implicit.multi_implicit.update_nodes"]], "qq (verlet attribute)": [[151, "implementations.sweeper_classes.verlet.verlet.QQ"], [151, "implementations.sweeper_classes.verlet.verlet.qQ"]], "qt (verlet attribute)": [[151, "implementations.sweeper_classes.verlet.verlet.QT"]], "qx (verlet attribute)": [[151, "implementations.sweeper_classes.verlet.verlet.Qx"]], "compute_end_point() (verlet method)": [[151, "implementations.sweeper_classes.verlet.verlet.compute_end_point"]], "implementations.sweeper_classes.verlet": [[151, "module-implementations.sweeper_classes.verlet"]], "integrate() (verlet method)": [[151, "implementations.sweeper_classes.verlet.verlet.integrate"]], "update_nodes() (verlet method)": [[151, "implementations.sweeper_classes.verlet.verlet.update_nodes"]], "verlet (class in implementations.sweeper_classes.verlet)": [[151, "implementations.sweeper_classes.verlet.verlet"]], "implementations.transfer_classes": [[152, "module-implementations.transfer_classes"]], "base_transfer_mass (class in implementations.transfer_classes.basetransfer_mass)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass"]], "coarse (base_transfer_mass attribute)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.coarse"]], "fine (base_transfer_mass attribute)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.fine"]], "implementations.transfer_classes.basetransfer_mass": [[153, "module-implementations.transfer_classes.BaseTransfer_mass"]], "logger (base_transfer_mass attribute)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.logger"]], "params (base_transfer_mass attribute)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.params"]], "prolong() (base_transfer_mass method)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.prolong"]], "prolong_f() (base_transfer_mass method)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.prolong_f"]], "restrict() (base_transfer_mass method)": [[153, "implementations.transfer_classes.BaseTransfer_mass.base_transfer_mass.restrict"]], "implementations.transfer_classes.transferfenicsmesh": [[154, "module-implementations.transfer_classes.TransferFenicsMesh"]], "mesh_to_mesh_fenics (class in implementations.transfer_classes.transferfenicsmesh)": [[154, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics"]], "project() (mesh_to_mesh_fenics method)": [[154, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.project"]], "prolong() (mesh_to_mesh_fenics method)": [[154, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.prolong"]], "restrict() (mesh_to_mesh_fenics method)": [[154, "implementations.transfer_classes.TransferFenicsMesh.mesh_to_mesh_fenics.restrict"]], "pspace (mesh_to_mesh attribute)": [[155, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.Pspace"], [159, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.Pspace"]], "rspace (mesh_to_mesh attribute)": [[155, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.Rspace"], [159, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.Rspace"]], "implementations.transfer_classes.transfermesh": [[155, "module-implementations.transfer_classes.TransferMesh"]], "mesh_to_mesh (class in implementations.transfer_classes.transfermesh)": [[155, "implementations.transfer_classes.TransferMesh.mesh_to_mesh"]], "prolong() (mesh_to_mesh method)": [[155, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.prolong"], [159, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.prolong"]], "restrict() (mesh_to_mesh method)": [[155, "implementations.transfer_classes.TransferMesh.mesh_to_mesh.restrict"], [159, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh.restrict"]], "implementations.transfer_classes.transfermesh_fft": [[156, "module-implementations.transfer_classes.TransferMesh_FFT"]], "irfft_object_fine (mesh_to_mesh_fft attribute)": [[156, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.irfft_object_fine"]], "mesh_to_mesh_fft (class in implementations.transfer_classes.transfermesh_fft)": [[156, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft"]], "prolong() (mesh_to_mesh_fft method)": [[156, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.prolong"]], "restrict() (mesh_to_mesh_fft method)": [[156, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.restrict"]], "rfft_object_coarse (mesh_to_mesh_fft attribute)": [[156, "implementations.transfer_classes.TransferMesh_FFT.mesh_to_mesh_fft.rfft_object_coarse"]], "pspace (mesh_to_mesh_fft2d attribute)": [[157, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.Pspace"]], "rspace (mesh_to_mesh_fft2d attribute)": [[157, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.Rspace"]], "implementations.transfer_classes.transfermesh_fft2d": [[157, "module-implementations.transfer_classes.TransferMesh_FFT2D"]], "mesh_to_mesh_fft2d (class in implementations.transfer_classes.transfermesh_fft2d)": [[157, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d"]], "prolong() (mesh_to_mesh_fft2d method)": [[157, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.prolong"]], "restrict() (mesh_to_mesh_fft2d method)": [[157, "implementations.transfer_classes.TransferMesh_FFT2D.mesh_to_mesh_fft2d.restrict"]], "fft_to_fft (class in implementations.transfer_classes.transfermesh_mpifft)": [[158, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft"]], "implementations.transfer_classes.transfermesh_mpifft": [[158, "module-implementations.transfer_classes.TransferMesh_MPIFFT"]], "prolong() (fft_to_fft method)": [[158, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft.prolong"]], "restrict() (fft_to_fft method)": [[158, "implementations.transfer_classes.TransferMesh_MPIFFT.fft_to_fft.restrict"]], "implementations.transfer_classes.transfermesh_nocoarse": [[159, "module-implementations.transfer_classes.TransferMesh_NoCoarse"]], "mesh_to_mesh (class in implementations.transfer_classes.transfermesh_nocoarse)": [[159, "implementations.transfer_classes.TransferMesh_NoCoarse.mesh_to_mesh"]], "implementations.transfer_classes.transferpetscdmda": [[160, "module-implementations.transfer_classes.TransferPETScDMDA"]], "mesh_to_mesh_petsc_dmda (class in implementations.transfer_classes.transferpetscdmda)": [[160, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda"]], "prolong() (mesh_to_mesh_petsc_dmda method)": [[160, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda.prolong"]], "restrict() (mesh_to_mesh_petsc_dmda method)": [[160, "implementations.transfer_classes.TransferPETScDMDA.mesh_to_mesh_petsc_dmda.restrict"]], "implementations.transfer_classes.transferparticles_nocoarse": [[161, "module-implementations.transfer_classes.TransferParticles_NoCoarse"]], "particles_to_particles (class in implementations.transfer_classes.transferparticles_nocoarse)": [[161, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles"]], "prolong() (particles_to_particles method)": [[161, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles.prolong"]], "restrict() (particles_to_particles method)": [[161, "implementations.transfer_classes.TransferParticles_NoCoarse.particles_to_particles.restrict"]]}})
\ No newline at end of file
diff --git a/tutorial/doc_step_1_A.html b/tutorial/doc_step_1_A.html
index 92660ca98d..b5984160dd 100644
--- a/tutorial/doc_step_1_A.html
+++ b/tutorial/doc_step_1_A.html
@@ -101,7 +101,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_1_B.html b/tutorial/doc_step_1_B.html
index a1f87acb23..7b695f8c22 100644
--- a/tutorial/doc_step_1_B.html
+++ b/tutorial/doc_step_1_B.html
@@ -238,7 +238,7 @@ <h3>Navigation</h3>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.976</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.982</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_space.png"><img alt="../_images/step_1_accuracy_test_space.png" src="../_images/step_1_accuracy_test_space.png" style="width: 513.5px; height: 343.0px;" /></a>
diff --git a/tutorial/doc_step_1_D.html b/tutorial/doc_step_1_D.html
index 7e7fc861f8..3ac318c602 100644
--- a/tutorial/doc_step_1_D.html
+++ b/tutorial/doc_step_1_D.html
@@ -242,7 +242,7 @@ <h3>Navigation</h3>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">4.791</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.364</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.662</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.671</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_coll.png"><img alt="../_images/step_1_accuracy_test_coll.png" src="../_images/step_1_accuracy_test_coll.png" style="width: 513.5px; height: 343.0px;" /></a>
diff --git a/tutorial/doc_step_2_A.html b/tutorial/doc_step_2_A.html
index eb153b13db..aef8684b18 100644
--- a/tutorial/doc_step_2_A.html
+++ b/tutorial/doc_step_2_A.html
@@ -109,7 +109,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_2_B.html b/tutorial/doc_step_2_B.html
index 039b9471bc..e08ceecab1 100644
--- a/tutorial/doc_step_2_B.html
+++ b/tutorial/doc_step_2_B.html
@@ -158,17 +158,17 @@ <h3>Navigation</h3>
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">1</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">4.11190756e-03</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442665e-04</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377586e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707912e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272106e-06</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36445603e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953977e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52605253e-08</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07420589e-09</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.27568822e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.19083148e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.46790548e-11</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442666e-04</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377589e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707909e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272065e-06</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36446261e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953142e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52600214e-08</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07148038e-09</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.27746448e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.18501870e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.41515272e-11</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_2_C.html b/tutorial/doc_step_2_C.html
index 02c678bc8c..e7a89ae48f 100644
--- a/tutorial/doc_step_2_C.html
+++ b/tutorial/doc_step_2_C.html
@@ -118,7 +118,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:21:18,356 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:33:03,198 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -128,8 +128,8 @@ <h3>Navigation</h3>
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:03,198 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-22 06:33:03,199 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     mssdc_jac = True
@@ -152,16 +152,16 @@ <h3>Navigation</h3>
             nsweeps = 1
             residual_type = full_abs
 --&gt;         Problem: &lt;class &#39;pySDC.implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced&#39;&gt;
-                liniter = 10000
---&gt;             bc = dirichlet-zero
---&gt;             nvars = (1023,)
---&gt;             nu = 0.1
-                stencil_type = center
+                order = 2
                 solver_type = direct
-                sigma = 0.06
                 lintol = 1e-12
+--&gt;             nvars = (1023,)
+                sigma = 0.06
 --&gt;             freq = (4,)
-                order = 2
+                stencil_type = center
+--&gt;             nu = 0.1
+                liniter = 10000
+--&gt;             bc = dirichlet-zero
 --&gt;             Data type u: &lt;class &#39;pySDC.implementations.datatype_classes.mesh.mesh&#39;&gt;
 --&gt;             Data type f: &lt;class &#39;pySDC.implementations.datatype_classes.mesh.imex_mesh&#39;&gt;
 --&gt;             Sweeper: &lt;class &#39;pySDC.implementations.sweeper_classes.imex_1st_order.imex_1st_order&#39;&gt;
@@ -181,34 +181,34 @@ <h3>Navigation</h3>
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+2023-09-22 06:33:03,199 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:03,199 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
 
-2023-09-22 06:21:18,362 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
-2023-09-22 06:21:18,366 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442665e-04
-2023-09-22 06:21:18,371 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377586e-05
-2023-09-22 06:21:18,375 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707912e-05
-2023-09-22 06:21:18,380 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272106e-06
-2023-09-22 06:21:18,385 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36445603e-07
-2023-09-22 06:21:18,389 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953977e-07
-2023-09-22 06:21:18,394 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52605253e-08
-2023-09-22 06:21:18,398 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07420589e-09
-2023-09-22 06:21:18,403 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.27568822e-10
-2023-09-22 06:21:18,407 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.19083148e-10
-2023-09-22 06:21:18,412 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.46790548e-11
-2023-09-22 06:21:18,417 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
-2023-09-22 06:21:18,421 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
-2023-09-22 06:21:18,426 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642622e-04
-2023-09-22 06:21:18,430 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982067e-05
-2023-09-22 06:21:18,435 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216668e-06
-2023-09-22 06:21:18,439 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278708e-06
-2023-09-22 06:21:18,443 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85497282e-07
-2023-09-22 06:21:18,448 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78941370e-08
-2023-09-22 06:21:18,452 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68189334e-09
-2023-09-22 06:21:18,457 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26344247e-09
-2023-09-22 06:21:18,461 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.83177345e-10
-2023-09-22 06:21:18,465 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 2.02739422e-11
-2023-09-22 06:21:18,466 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.11s
+2023-09-22 06:33:03,206 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
+2023-09-22 06:33:03,213 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442666e-04
+2023-09-22 06:33:03,219 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377589e-05
+2023-09-22 06:33:03,225 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707909e-05
+2023-09-22 06:33:03,234 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272065e-06
+2023-09-22 06:33:03,246 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36446261e-07
+2023-09-22 06:33:03,253 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953142e-07
+2023-09-22 06:33:03,260 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52600214e-08
+2023-09-22 06:33:03,268 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07148038e-09
+2023-09-22 06:33:03,274 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.27746448e-10
+2023-09-22 06:33:03,281 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.18501870e-10
+2023-09-22 06:33:03,287 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.41515272e-11
+2023-09-22 06:33:03,295 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
+2023-09-22 06:33:03,301 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
+2023-09-22 06:33:03,308 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642620e-04
+2023-09-22 06:33:03,315 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982056e-05
+2023-09-22 06:33:03,322 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216575e-06
+2023-09-22 06:33:03,328 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278746e-06
+2023-09-22 06:33:03,334 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85495263e-07
+2023-09-22 06:33:03,341 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78944745e-08
+2023-09-22 06:33:03,347 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68228587e-09
+2023-09-22 06:33:03,354 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26376310e-09
+2023-09-22 06:33:03,363 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.83443314e-10
+2023-09-22 06:33:03,370 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.93547539e-11
+2023-09-22 06:33:03,372 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.17s
 Error after SDC iterations: 1.166689e-05
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_3_A.html b/tutorial/doc_step_3_A.html
index e0872b9180..9e5f33fc19 100644
--- a/tutorial/doc_step_3_A.html
+++ b/tutorial/doc_step_3_A.html
@@ -152,11 +152,11 @@ <h3>Navigation</h3>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">5</span><span class="p">:</span> <span class="mf">1.3827e-06</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">6.3645e-07</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">1.6895e-07</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">8</span><span class="p">:</span> <span class="mf">3.5261e-08</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0742e-09</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2757e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1908e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4679e-11</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">8</span><span class="p">:</span> <span class="mf">3.5260e-08</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0715e-09</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2775e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1850e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4152e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.10</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.20</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.30</span><span class="p">:</span> <span class="mi">12</span>
diff --git a/tutorial/doc_step_3_B.html b/tutorial/doc_step_3_B.html
index 23f4a057f9..ea43ed245c 100644
--- a/tutorial/doc_step_3_B.html
+++ b/tutorial/doc_step_3_B.html
@@ -145,7 +145,7 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:21:18,902 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:33:04,018 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -155,8 +155,8 @@ <h3>Navigation</h3>
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:04,018 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-22 06:33:04,018 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     mssdc_jac = True
@@ -181,9 +181,9 @@ <h3>Navigation</h3>
 --&gt;         Problem: &lt;class &#39;pySDC.implementations.problem_classes.PenningTrap_3D.penningtrap&#39;&gt;
 --&gt;             omega_B = 25.0
 --&gt;             u0 = [list([10, 0, 0]) list([100, 0, 100]) list([1]) list([1])]
---&gt;             sig = 0.1
 --&gt;             nparts = 1
 --&gt;             omega_E = 4.9
+--&gt;             sig = 0.1
 --&gt;             Data type u: &lt;class &#39;pySDC.implementations.datatype_classes.particles.particles&#39;&gt;
 --&gt;             Data type f: &lt;class &#39;pySDC.implementations.datatype_classes.particles.fields&#39;&gt;
 --&gt;             Sweeper: &lt;class &#39;pySDC.implementations.sweeper_classes.boris_2nd_order.boris_2nd_order&#39;&gt;
@@ -203,21 +203,21 @@ <h3>Navigation</h3>
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-09-22 06:21:18,911 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
-2023-09-22 06:21:18,918 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
-2023-09-22 06:21:18,925 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
-2023-09-22 06:21:18,932 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
-2023-09-22 06:21:18,939 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
-2023-09-22 06:21:18,947 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
-2023-09-22 06:21:18,954 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
-2023-09-22 06:21:18,961 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
-2023-09-22 06:21:18,968 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968007e-07
-2023-09-22 06:21:18,975 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09407887e-08
-2023-09-22 06:21:18,982 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
-2023-09-22 06:21:18,985 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
+2023-09-22 06:33:04,019 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:04,019 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-09-22 06:33:04,031 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
+2023-09-22 06:33:04,043 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
+2023-09-22 06:33:04,060 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
+2023-09-22 06:33:04,070 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
+2023-09-22 06:33:04,082 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
+2023-09-22 06:33:04,093 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
+2023-09-22 06:33:04,104 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
+2023-09-22 06:33:04,114 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
+2023-09-22 06:33:04,126 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968022e-07
+2023-09-22 06:33:04,137 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09408171e-08
+2023-09-22 06:33:04,148 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
+2023-09-22 06:33:04,153 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.13s
 Total energy and deviation in iteration  0: 8799.5000000000 -- 0.00000000e+00
 Total energy and deviation in iteration 11: 8785.0038936088 -- 1.44961064e+01
 </pre></div>
diff --git a/tutorial/doc_step_3_C.html b/tutorial/doc_step_3_C.html
index fed1bed379..35591ba382 100644
--- a/tutorial/doc_step_3_C.html
+++ b/tutorial/doc_step_3_C.html
@@ -148,8 +148,8 @@ <h3>Navigation</h3>
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">RADAU</span><span class="o">-</span><span class="n">RIGHT</span><span class="p">:</span> <span class="mf">1.44960920e+01</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862975e-05</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710282e-06</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862938e-05</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710645e-06</span>
 </pre></div>
 </div>
 
diff --git a/tutorial/doc_step_4_C.html b/tutorial/doc_step_4_C.html
index 20a4d236d3..67834a71c7 100644
--- a/tutorial/doc_step_4_C.html
+++ b/tutorial/doc_step_4_C.html
@@ -166,8 +166,8 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96227149e-08</span> <span class="o">--</span> <span class="mf">3.95404452e-08</span>
-<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22714952e-11</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96232017e-08</span> <span class="o">--</span> <span class="mf">3.95409335e-08</span>
+<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22683310e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span>  <span class="mi">6</span>
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_4_D.html b/tutorial/doc_step_4_D.html
index 64725ad628..50e9362232 100644
--- a/tutorial/doc_step_4_D.html
+++ b/tutorial/doc_step_4_D.html
@@ -191,11 +191,11 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">4.88398009</span> <span class="o">--</span>   <span class="mf">5.46648549</span> <span class="o">--</span>   <span class="mf">6.28382350</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">7.47752229</span> <span class="o">--</span>   <span class="mf">8.23491679</span> <span class="o">--</span>   <span class="mf">9.59583443</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">406977.9425667246</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
-<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660004</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
+<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660003</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">406977.9428639794</span> <span class="o">--</span> <span class="mf">2.35039579e-03</span>
 </pre></div>
diff --git a/tutorial/doc_step_7_A.html b/tutorial/doc_step_7_A.html
index 823113ddeb..0095b2a7e6 100644
--- a/tutorial/doc_step_7_A.html
+++ b/tutorial/doc_step_7_A.html
@@ -218,54 +218,54 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038018928430278e-08</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0467402199216237e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.1239</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9959</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.037998750179539e-08</span>
+<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.046770989903486e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.5118</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.5186</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0388218372050104e-08</span>
+<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038068749223947e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">9.1865</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.1138</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038030058561979e-08</span>
+<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.046808508801712e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.7147</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.8372</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0380468789990663e-08</span>
+<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.046791916503078e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.9391</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.3414</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038821713998089e-08</span>
+<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.03806872857437e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.6755</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.3845</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">5</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">3.9537709137400506e-08</span>
+<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">5</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">3.9625182897420235e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">11.60</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.26</span> <span class="o">--</span> <span class="mf">10.64</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">7.6542</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6454</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_7_B.html b/tutorial/doc_step_7_B.html
index a63f70fbac..b244e30b2d 100644
--- a/tutorial/doc_step_7_B.html
+++ b/tutorial/doc_step_7_B.html
@@ -200,7 +200,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.41</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1321e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0577</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0569</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">8.00</span> <span class="o">/</span> <span class="mf">11.40</span> <span class="o">/</span> <span class="mf">15.00</span>
@@ -208,7 +208,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.03</span> <span class="o">--</span> <span class="mf">4.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1749e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6688</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.5931</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">5.00</span> <span class="o">/</span> <span class="mf">6.60</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -216,7 +216,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">16</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.07</span> <span class="o">--</span> <span class="mf">1.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1316e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9206</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8935</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">4.00</span> <span class="o">/</span> <span class="mf">5.95</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -224,7 +224,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.02</span> <span class="o">--</span> <span class="mf">1.05</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1744e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8232</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.7372</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">7.00</span> <span class="o">/</span> <span class="mf">12.45</span> <span class="o">/</span> <span class="mf">18.00</span>
@@ -232,7 +232,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.11</span> <span class="o">--</span> <span class="mf">9.65</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1306e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.2815</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.1368</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span> <span class="o">/</span> <span class="mf">11.50</span> <span class="o">/</span> <span class="mf">17.00</span>
@@ -240,7 +240,7 @@ <h3>Navigation</h3>
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.04</span> <span class="o">--</span> <span class="mf">9.25</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1688e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0617</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.8999</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_7_C.html b/tutorial/doc_step_7_C.html
index bfc38e5648..f77484d488 100644
--- a/tutorial/doc_step_7_C.html
+++ b/tutorial/doc_step_7_C.html
@@ -215,7 +215,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9112</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8463</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
@@ -227,7 +227,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.3907</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.1630</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
@@ -238,7 +238,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0198</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.5879</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 <span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">1.</span><span class="o">..</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span><span class="p">:</span> <span class="mi">12</span>
@@ -246,7 +246,7 @@ <h3>Navigation</h3>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0199</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6039</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
diff --git a/tutorial/doc_step_8_B.html b/tutorial/doc_step_8_B.html
index 7af7f75745..9602914e86 100644
--- a/tutorial/doc_step_8_B.html
+++ b/tutorial/doc_step_8_B.html
@@ -210,12 +210,12 @@ <h3>Navigation</h3>
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344394e-07</span>
-<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650041e-07</span>
-<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540082e-07</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646553e-10</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687348e-10</span>
-<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959205e-10</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344391e-07</span>
+<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650037e-07</span>
+<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540078e-07</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646564e-10</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687390e-10</span>
+<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959177e-10</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span>  <span class="mi">8</span> <span class="o">/</span>  <span class="mi">8</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span> <span class="mi">10</span> <span class="o">/</span>  <span class="mi">9</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.25</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">6</span> <span class="o">/</span> <span class="mi">11</span> <span class="o">/</span>  <span class="mi">9</span>
diff --git a/tutorial/doc_step_8_C.html b/tutorial/doc_step_8_C.html
index e7622207cb..c70eb374c2 100644
--- a/tutorial/doc_step_8_C.html
+++ b/tutorial/doc_step_8_C.html
@@ -346,58 +346,58 @@ <h3>Navigation</h3>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 5.75
-   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.9169e-13
-   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 3.3698e-13
-   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 2.5890e-13
-   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 2.8007e-13
-   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 2.9410e-13
-   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 1.3529e-13
-   Errors after step   0.8750 with 6 iterations: 3.6530e-08 / 2.8821e-13
-   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 1.8707e-13
-
-...done, took 0.4440113760001623 seconds!
+   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.4661e-13
+   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 2.7990e-13
+   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 3.2885e-13
+   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 3.4972e-13
+   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 4.9860e-13
+   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 3.1719e-13
+   Errors after step   0.8750 with 6 iterations: 3.6531e-08 / 3.6286e-13
+   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 2.9104e-13
+
+...done, took 0.6423559820000264 seconds!
 -----------------------------------------------------------------------------
 Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 3.00
-   Errors after step   0.1250 with 3 iterations: 9.8190e-09 / 3.2108e-13
-   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 4.1256e-13
-   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 2.6208e-13
-   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 2.5857e-13
-   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 4.3643e-13
-   Errors after step   0.7500 with 3 iterations: 3.3517e-08 / 2.7439e-13
-   Errors after step   0.8750 with 3 iterations: 3.5502e-08 / 2.1250e-13
-   Errors after step   1.0000 with 3 iterations: 3.6813e-08 / 2.1660e-13
-
-...done, took 0.9906227640001362 seconds!
+   Errors after step   0.1250 with 3 iterations: 9.8191e-09 / 3.3584e-13
+   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 5.0082e-13
+   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 5.9169e-13
+   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 5.2691e-13
+   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 2.4523e-13
+   Errors after step   0.7500 with 3 iterations: 3.3516e-08 / 3.9030e-13
+   Errors after step   0.8750 with 3 iterations: 3.5501e-08 / 3.4489e-13
+   Errors after step   1.0000 with 3 iterations: 3.6812e-08 / 2.7528e-13
+
+...done, took 1.6136593100000027 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 4.00
-   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 6.6613e-16
-   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 4.4409e-16
-   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 5.5511e-16
-   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 4.4409e-16
+   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 5.5511e-16
+   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 5.5511e-16
+   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 4.4409e-16
+   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 8.8818e-16
    Errors after step   0.6250 with 4 iterations: 1.8225e-08 / 4.4409e-16
    Errors after step   0.7500 with 4 iterations: 2.1875e-08 / 6.6613e-16
-   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 7.7716e-16
-   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 5.5511e-16
+   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 5.5511e-16
+   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 4.4409e-16
 
-...done, took 0.3711577869999019 seconds!
+...done, took 0.40719900499993855 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 2.00
-   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1852e-13
-   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1875e-13
-   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1808e-13
+   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1841e-13
+   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1841e-13
+   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1830e-13
    Errors after step   0.5000 with 2 iterations: 1.4836e-08 / 3.1875e-13
-   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1830e-13
+   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1841e-13
    Errors after step   0.7500 with 2 iterations: 2.2256e-08 / 3.1830e-13
-   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1841e-13
-   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1808e-13
+   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1863e-13
+   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1797e-13
 
-...done, took 0.7782666250000148 seconds!
+...done, took 1.3515436410000348 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -411,7 +411,7 @@ <h3>Navigation</h3>
    Errors after step   0.8750 with 6 iterations: 2.8266e-08 / 0.0000e+00
    Errors after step   1.0000 with 6 iterations: 2.8338e-08 / 0.0000e+00
 
-...done, took 0.18000756200012802 seconds!
+...done, took 0.29235818500001187 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -425,7 +425,7 @@ <h3>Navigation</h3>
    Errors after step   0.8750 with 4 iterations: 3.1486e-08 / 0.0000e+00
    Errors after step   1.0000 with 4 iterations: 3.3802e-08 / 0.0000e+00
 
-...done, took 0.21467258200004835 seconds!
+...done, took 0.34452245700003914 seconds!
 -----------------------------------------------------------------------------
 </pre></div>
 </div>
diff --git a/tutorial/step_1.html b/tutorial/step_1.html
index c242daaa2c..5b6e8d98df 100644
--- a/tutorial/step_1.html
+++ b/tutorial/step_1.html
@@ -139,7 +139,7 @@ <h2>Part A: Spatial problem setup<a class="headerlink" href="#part-a-spatial-pro
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 </section>
@@ -358,7 +358,7 @@ <h2>Part B: Spatial accuracy check<a class="headerlink" href="#part-b-spatial-ac
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.999</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.976</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">1.982</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_space.png"><img alt="../_images/step_1_accuracy_test_space.png" src="../_images/step_1_accuracy_test_space.png" style="width: 513.5px; height: 343.0px;" /></a>
@@ -690,7 +690,7 @@ <h2>Part D: Collocation accuracy test<a class="headerlink" href="#part-d-colloca
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">4.791</span>
 <span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.364</span>
-<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.662</span>
+<span class="n">Expected</span> <span class="n">order</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Computed</span> <span class="n">order</span> <span class="mf">5.671</span>
 </pre></div>
 </div>
 <a class="reference internal image-reference" href="../_images/step_1_accuracy_test_coll.png"><img alt="../_images/step_1_accuracy_test_coll.png" src="../_images/step_1_accuracy_test_coll.png" style="width: 513.5px; height: 343.0px;" /></a>
diff --git a/tutorial/step_2.html b/tutorial/step_2.html
index 1bcd1dc50e..05d41a5126 100644
--- a/tutorial/step_2.html
+++ b/tutorial/step_2.html
@@ -141,7 +141,7 @@ <h2>Part A: Step data structure<a class="headerlink" href="#part-a-step-data-str
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981784e-04</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">of</span> <span class="n">the</span> <span class="n">spatial</span> <span class="n">accuracy</span> <span class="n">test</span><span class="p">:</span> <span class="mf">1.981783e-04</span>
 </pre></div>
 </div>
 </section>
@@ -297,17 +297,17 @@ <h2>Part B: My first sweeper<a class="headerlink" href="#part-b-my-first-sweeper
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">1</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">4.11190756e-03</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442665e-04</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377586e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707912e-05</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272106e-06</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36445603e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953977e-07</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52605253e-08</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07420589e-09</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.27568822e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.19083148e-10</span>
-<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.46790548e-11</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">2</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.68442666e-04</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">3</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.80377589e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.21707909e-05</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">5</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.38272065e-06</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">6</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.36446261e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">7</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.68953142e-07</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">8</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">3.52600214e-08</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">6.07148038e-09</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">10</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">8.27746448e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">11</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.18501870e-10</span>
+<span class="n">Time</span> <span class="mf">0.10</span> <span class="n">of</span> <span class="mi">0</span> <span class="o">--</span> <span class="n">Iteration</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span> <span class="n">Residual</span><span class="p">:</span> <span class="mf">1.41515272e-11</span>
 </pre></div>
 </div>
 </section>
@@ -417,7 +417,7 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:21:18,356 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:33:03,198 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -427,8 +427,8 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:03,198 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-22 06:33:03,199 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     mssdc_jac = True
@@ -451,16 +451,16 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
             nsweeps = 1
             residual_type = full_abs
 --&gt;         Problem: &lt;class &#39;pySDC.implementations.problem_classes.HeatEquation_ND_FD.heatNd_forced&#39;&gt;
-                liniter = 10000
---&gt;             bc = dirichlet-zero
---&gt;             nvars = (1023,)
---&gt;             nu = 0.1
-                stencil_type = center
+                order = 2
                 solver_type = direct
-                sigma = 0.06
                 lintol = 1e-12
+--&gt;             nvars = (1023,)
+                sigma = 0.06
 --&gt;             freq = (4,)
-                order = 2
+                stencil_type = center
+--&gt;             nu = 0.1
+                liniter = 10000
+--&gt;             bc = dirichlet-zero
 --&gt;             Data type u: &lt;class &#39;pySDC.implementations.datatype_classes.mesh.mesh&#39;&gt;
 --&gt;             Data type f: &lt;class &#39;pySDC.implementations.datatype_classes.mesh.imex_mesh&#39;&gt;
 --&gt;             Sweeper: &lt;class &#39;pySDC.implementations.sweeper_classes.imex_1st_order.imex_1st_order&#39;&gt;
@@ -480,34 +480,34 @@ <h2>Part C: Using pySDC’s frontend<a class="headerlink" href="#part-c-using-py
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-22 06:21:18,356 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-09-22 06:21:18,362 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
-2023-09-22 06:21:18,366 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442665e-04
-2023-09-22 06:21:18,371 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377586e-05
-2023-09-22 06:21:18,375 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707912e-05
-2023-09-22 06:21:18,380 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272106e-06
-2023-09-22 06:21:18,385 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36445603e-07
-2023-09-22 06:21:18,389 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953977e-07
-2023-09-22 06:21:18,394 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52605253e-08
-2023-09-22 06:21:18,398 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07420589e-09
-2023-09-22 06:21:18,403 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.27568822e-10
-2023-09-22 06:21:18,407 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.19083148e-10
-2023-09-22 06:21:18,412 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.46790548e-11
-2023-09-22 06:21:18,417 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
-2023-09-22 06:21:18,421 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
-2023-09-22 06:21:18,426 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642622e-04
-2023-09-22 06:21:18,430 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982067e-05
-2023-09-22 06:21:18,435 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216668e-06
-2023-09-22 06:21:18,439 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278708e-06
-2023-09-22 06:21:18,443 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85497282e-07
-2023-09-22 06:21:18,448 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78941370e-08
-2023-09-22 06:21:18,452 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68189334e-09
-2023-09-22 06:21:18,457 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26344247e-09
-2023-09-22 06:21:18,461 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.83177345e-10
-2023-09-22 06:21:18,465 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 2.02739422e-11
-2023-09-22 06:21:18,466 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.11s
+2023-09-22 06:33:03,199 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:03,199 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-09-22 06:33:03,206 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 4.11190756e-03
+2023-09-22 06:33:03,213 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 6.68442666e-04
+2023-09-22 06:33:03,219 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 8.80377589e-05
+2023-09-22 06:33:03,225 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.21707909e-05
+2023-09-22 06:33:03,234 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 1.38272065e-06
+2023-09-22 06:33:03,246 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 6.36446261e-07
+2023-09-22 06:33:03,253 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.68953142e-07
+2023-09-22 06:33:03,260 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 3.52600214e-08
+2023-09-22 06:33:03,268 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 6.07148038e-09
+2023-09-22 06:33:03,274 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 8.27746448e-10
+2023-09-22 06:33:03,281 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.18501870e-10
+2023-09-22 06:33:03,287 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.100000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.41515272e-11
+2023-09-22 06:33:03,295 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 6.69984764e-03
+2023-09-22 06:33:03,301 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 1.05518433e-03
+2023-09-22 06:33:03,308 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 1.40642620e-04
+2023-09-22 06:33:03,315 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 1.85982056e-05
+2023-09-22 06:33:03,322 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 2.79216575e-06
+2023-09-22 06:33:03,328 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.12278746e-06
+2023-09-22 06:33:03,334 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 2.85495263e-07
+2023-09-22 06:33:03,341 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 5.78944745e-08
+2023-09-22 06:33:03,347 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 9.68228587e-09
+2023-09-22 06:33:03,354 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 1.26376310e-09
+2023-09-22 06:33:03,363 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 1.83443314e-10
+2023-09-22 06:33:03,370 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.200000 at stage         IT_FINE: Level: 0 -- Iteration: 12 -- Sweep:  1 -- residual: 1.93547539e-11
+2023-09-22 06:33:03,372 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.17s
 Error after SDC iterations: 1.166689e-05
 </pre></div>
 </div>
diff --git a/tutorial/step_3.html b/tutorial/step_3.html
index b7e1884166..8c91f0923b 100644
--- a/tutorial/step_3.html
+++ b/tutorial/step_3.html
@@ -195,11 +195,11 @@ <h2>Part A: Getting statistics<a class="headerlink" href="#part-a-getting-statis
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">5</span><span class="p">:</span> <span class="mf">1.3827e-06</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">6.3645e-07</span>
 <span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">1.6895e-07</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">8</span><span class="p">:</span> <span class="mf">3.5261e-08</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0742e-09</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2757e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1908e-10</span>
-<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4679e-11</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">8</span><span class="p">:</span> <span class="mf">3.5260e-08</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">9</span><span class="p">:</span> <span class="mf">6.0715e-09</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">10</span><span class="p">:</span> <span class="mf">8.2775e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">11</span><span class="p">:</span> <span class="mf">1.1850e-10</span>
+<span class="n">Residual</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">1.4152e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.10</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.20</span><span class="p">:</span> <span class="mi">12</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">0.30</span><span class="p">:</span> <span class="mi">12</span>
@@ -344,7 +344,7 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:21:18,902 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>2023-09-22 06:33:04,018 - controller - Controller - welcome_message - 146 - INFO: Welcome to the one and only, really very astonishing and 87.3% bug free
                                  _____ _____   _____ 
                                 / ____|  __ \ / ____|
                     _ __  _   _| (___ | |  | | |     
@@ -354,8 +354,8 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:04,018 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-22 06:33:04,018 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     mssdc_jac = True
@@ -380,9 +380,9 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
 --&gt;         Problem: &lt;class &#39;pySDC.implementations.problem_classes.PenningTrap_3D.penningtrap&#39;&gt;
 --&gt;             omega_B = 25.0
 --&gt;             u0 = [list([10, 0, 0]) list([100, 0, 100]) list([1]) list([1])]
---&gt;             sig = 0.1
 --&gt;             nparts = 1
 --&gt;             omega_E = 4.9
+--&gt;             sig = 0.1
 --&gt;             Data type u: &lt;class &#39;pySDC.implementations.datatype_classes.particles.particles&#39;&gt;
 --&gt;             Data type f: &lt;class &#39;pySDC.implementations.datatype_classes.particles.fields&#39;&gt;
 --&gt;             Sweeper: &lt;class &#39;pySDC.implementations.sweeper_classes.boris_2nd_order.boris_2nd_order&#39;&gt;
@@ -402,21 +402,21 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
  -&gt; |  1 |   100 | SpreadStepSizesBlockwiseNonMPI
     |  2 |   200 | CheckConvergence
 
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-22 06:21:18,903 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-09-22 06:21:18,911 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
-2023-09-22 06:21:18,918 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
-2023-09-22 06:21:18,925 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
-2023-09-22 06:21:18,932 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
-2023-09-22 06:21:18,939 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
-2023-09-22 06:21:18,947 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
-2023-09-22 06:21:18,954 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
-2023-09-22 06:21:18,961 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
-2023-09-22 06:21:18,968 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968007e-07
-2023-09-22 06:21:18,975 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09407887e-08
-2023-09-22 06:21:18,982 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
-2023-09-22 06:21:18,985 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
+2023-09-22 06:33:04,019 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-22 06:33:04,019 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-09-22 06:33:04,031 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  1 -- Sweep:  1 -- residual: 3.53203678e+00
+2023-09-22 06:33:04,043 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  2 -- Sweep:  1 -- residual: 2.09852117e-01
+2023-09-22 06:33:04,060 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  3 -- Sweep:  1 -- residual: 3.50301513e-02
+2023-09-22 06:33:04,070 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  4 -- Sweep:  1 -- residual: 4.67724741e-03
+2023-09-22 06:33:04,082 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  5 -- Sweep:  1 -- residual: 7.95583202e-04
+2023-09-22 06:33:04,093 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  6 -- Sweep:  1 -- residual: 1.11405073e-04
+2023-09-22 06:33:04,104 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  7 -- Sweep:  1 -- residual: 1.26902403e-05
+2023-09-22 06:33:04,114 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  8 -- Sweep:  1 -- residual: 1.16534547e-06
+2023-09-22 06:33:04,126 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration:  9 -- Sweep:  1 -- residual: 1.66968022e-07
+2023-09-22 06:33:04,137 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 10 -- Sweep:  1 -- residual: 2.09408171e-08
+2023-09-22 06:33:04,148 - hooks - default_hook - post_sweep - 170 - INFO: Process  0 on time 0.000000 at stage         IT_FINE: Level: 0 -- Iteration: 11 -- Sweep:  1 -- residual: 2.17123386e-09
+2023-09-22 06:33:04,153 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.13s
 Total energy and deviation in iteration  0: 8799.5000000000 -- 0.00000000e+00
 Total energy and deviation in iteration 11: 8785.0038936088 -- 1.44961064e+01
 </pre></div>
@@ -557,8 +557,8 @@ <h2>Part C: Studying collocation node types<a class="headerlink" href="#part-c-s
 </div>
 <p>Results:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">RADAU</span><span class="o">-</span><span class="n">RIGHT</span><span class="p">:</span> <span class="mf">1.44960920e+01</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862975e-05</span>
-<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710282e-06</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">GAUSS</span><span class="p">:</span> <span class="mf">2.33862938e-05</span>
+<span class="n">Energy</span> <span class="n">deviation</span> <span class="k">for</span> <span class="n">LOBATTO</span><span class="p">:</span> <span class="mf">9.32710645e-06</span>
 </pre></div>
 </div>
 </section>
diff --git a/tutorial/step_4.html b/tutorial/step_4.html
index 0f28a988f6..8698963c18 100644
--- a/tutorial/step_4.html
+++ b/tutorial/step_4.html
@@ -428,8 +428,8 @@ <h2>Part C: SDC vs. MLSDC<a class="headerlink" href="#part-c-sdc-vs-mlsdc" title
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96227149e-08</span> <span class="o">--</span> <span class="mf">3.95404452e-08</span>
-<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22714952e-11</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">3.96232017e-08</span> <span class="o">--</span> <span class="mf">3.95409335e-08</span>
+<span class="n">Difference</span> <span class="n">SDC</span> <span class="n">vs</span><span class="o">.</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mf">8.22683310e-11</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="n">SDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="p">:</span> <span class="mi">12</span> <span class="o">--</span>  <span class="mi">6</span>
 </pre></div>
 </div>
@@ -619,11 +619,11 @@ <h2>Part D: MLSDC with particles<a class="headerlink" href="#part-d-mlsdc-with-p
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">4.88398009</span> <span class="o">--</span>   <span class="mf">5.46648549</span> <span class="o">--</span>   <span class="mf">6.28382350</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Timings</span> <span class="k">for</span> <span class="n">SDC</span><span class="p">,</span> <span class="n">MLSDC</span> <span class="ow">and</span> <span class="n">MLSDC</span><span class="o">+</span><span class="n">finter</span><span class="p">:</span>   <span class="mf">7.47752229</span> <span class="o">--</span>   <span class="mf">8.23491679</span> <span class="o">--</span>   <span class="mf">9.59583443</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span> <span class="mi">12</span><span class="p">:</span> <span class="mf">406977.9425667246</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
-<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660004</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
+<span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">6</span><span class="p">:</span> <span class="mf">406977.9425660003</span> <span class="o">--</span> <span class="mf">2.35039652e-03</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">0</span><span class="p">:</span> <span class="mf">407936.7556966486</span> <span class="o">--</span> <span class="mf">0.00000000e+00</span>
 <span class="n">Total</span> <span class="n">energy</span> <span class="ow">and</span> <span class="n">relative</span> <span class="n">deviation</span> <span class="ow">in</span> <span class="n">iteration</span>  <span class="mi">7</span><span class="p">:</span> <span class="mf">406977.9428639794</span> <span class="o">--</span> <span class="mf">2.35039579e-03</span>
 </pre></div>
diff --git a/tutorial/step_7.html b/tutorial/step_7.html
index 679cdb99c9..4c95839c86 100644
--- a/tutorial/step_7.html
+++ b/tutorial/step_7.html
@@ -242,54 +242,54 @@ <h2>Part A: pySDC and FEniCS<a class="headerlink" href="#part-a-pysdc-and-fenics
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038018928430278e-08</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0467402199216237e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.1239</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9959</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.037998750179539e-08</span>
+<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.046770989903486e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.5118</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.5186</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0388218372050104e-08</span>
+<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038068749223947e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">9.1865</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.1138</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038030058561979e-08</span>
+<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.046808508801712e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.7147</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.8372</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.0380468789990663e-08</span>
+<span class="n">Variant</span> <span class="n">mass</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.046791916503078e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.9391</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.3414</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.038821713998089e-08</span>
+<span class="n">Variant</span> <span class="n">weak</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">1</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">4.03806872857437e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">6.6755</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.3845</span> <span class="n">sec</span><span class="o">.</span>
 
-<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">5</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">3.9537709137400506e-08</span>
+<span class="n">Variant</span> <span class="n">mass_inv</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mi">5</span> <span class="o">--</span> <span class="n">error</span> <span class="n">at</span> <span class="n">time</span> <span class="mf">1.0</span><span class="p">:</span> <span class="mf">3.9625182897420235e-08</span>
    <span class="n">Mean</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">11.60</span>
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">4</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.26</span> <span class="o">--</span> <span class="mf">10.64</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">7.6542</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6454</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
@@ -470,7 +470,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.10</span> <span class="o">--</span> <span class="mf">4.41</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1321e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0577</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">2.0569</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">False</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">8.00</span> <span class="o">/</span> <span class="mf">11.40</span> <span class="o">/</span> <span class="mf">15.00</span>
@@ -478,7 +478,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">2.03</span> <span class="o">--</span> <span class="mf">4.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1749e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.6688</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.5931</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">5.00</span> <span class="o">/</span> <span class="mf">6.60</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -486,7 +486,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">16</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.07</span> <span class="o">--</span> <span class="mf">1.14</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1316e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9206</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8935</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">1.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">4.00</span> <span class="o">/</span> <span class="mf">5.95</span> <span class="o">/</span> <span class="mf">8.00</span>
@@ -494,7 +494,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span> <span class="mi">19</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">1.02</span> <span class="o">--</span> <span class="mf">1.05</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1744e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8232</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.7372</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">7.00</span> <span class="o">/</span> <span class="mf">12.45</span> <span class="o">/</span> <span class="mf">18.00</span>
@@ -502,7 +502,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.11</span> <span class="o">--</span> <span class="mf">9.65</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">1.1306e-05</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.2815</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.1368</span> <span class="n">sec</span><span class="o">.</span>
 
 <span class="n">Running</span> <span class="k">with</span> <span class="n">ml</span><span class="o">=</span><span class="kc">True</span> <span class="ow">and</span> <span class="n">num_procs</span><span class="o">=</span><span class="mf">10.</span><span class="o">..</span>
    <span class="n">Min</span><span class="o">/</span><span class="n">Mean</span><span class="o">/</span><span class="n">Max</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">6.00</span> <span class="o">/</span> <span class="mf">11.50</span> <span class="o">/</span> <span class="mf">17.00</span>
@@ -510,7 +510,7 @@ <h2>Part B: mpi4py-fft for parallel Fourier transforms<a class="headerlink" href
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">9</span> <span class="o">--</span> <span class="mi">10</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">3.04</span> <span class="o">--</span> <span class="mf">9.25</span>
 <span class="n">Error</span><span class="p">:</span> <span class="mf">4.1688e-06</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0617</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">3.8999</span> <span class="n">sec</span><span class="o">.</span>
 
 </pre></div>
 </div>
@@ -705,7 +705,7 @@ <h2>Part C: Time-parallel pySDC with space-parallel PETSc<a class="headerlink" h
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9112</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.8463</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
@@ -717,7 +717,7 @@ <h2>Part C: Time-parallel pySDC with space-parallel PETSc<a class="headerlink" h
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.3907</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.1630</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
@@ -728,7 +728,7 @@ <h2>Part C: Time-parallel pySDC with space-parallel PETSc<a class="headerlink" h
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0198</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.5879</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 <span class="n">This</span> <span class="ow">is</span> <span class="n">time</span><span class="o">-</span><span class="n">rank</span> <span class="mf">1.</span><span class="o">..</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span><span class="p">:</span> <span class="mi">12</span>
@@ -736,7 +736,7 @@ <h2>Part C: Time-parallel pySDC with space-parallel PETSc<a class="headerlink" h
    <span class="n">Range</span> <span class="n">of</span> <span class="n">values</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> 
    <span class="n">Position</span> <span class="n">of</span> <span class="nb">max</span><span class="o">/</span><span class="nb">min</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span>  <span class="mi">0</span> <span class="o">--</span>  <span class="mi">0</span>
    <span class="n">Std</span> <span class="ow">and</span> <span class="n">var</span> <span class="k">for</span> <span class="n">number</span> <span class="n">of</span> <span class="n">iterations</span><span class="p">:</span> <span class="mf">0.00</span> <span class="o">--</span> <span class="mf">0.00</span>
-<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.0199</span> <span class="n">sec</span><span class="o">.</span>
+<span class="n">Time</span> <span class="n">to</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">4.6039</span> <span class="n">sec</span><span class="o">.</span>
 <span class="n">Error</span> <span class="n">vs</span><span class="o">.</span> <span class="n">PDE</span> <span class="n">solution</span><span class="p">:</span> <span class="mf">1.9479e-04</span>
 </pre></div>
 </div>
diff --git a/tutorial/step_8.html b/tutorial/step_8.html
index c55e2e39c6..e50c0b464d 100644
--- a/tutorial/step_8.html
+++ b/tutorial/step_8.html
@@ -325,12 +325,12 @@ <h2>Part B: Multi-step SDC<a class="headerlink" href="#part-b-multi-step-sdc" ti
 </pre></div>
 </div>
 <p>Results:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344394e-07</span>
-<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650041e-07</span>
-<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540082e-07</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646553e-10</span>
-<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687348e-10</span>
-<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959205e-10</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="n">PFASST</span><span class="p">:</span> <span class="mf">2.87344391e-07</span>
+<span class="n">Error</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87650037e-07</span>
+<span class="n">Error</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">2.87540078e-07</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">parallel</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">3.05646564e-10</span>
+<span class="n">Diff</span> <span class="n">PFASST</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.95687390e-10</span>
+<span class="n">Diff</span> <span class="n">parallel</span> <span class="n">vs</span><span class="o">.</span> <span class="n">serial</span> <span class="n">MSSDC</span><span class="p">:</span> <span class="mf">1.09959177e-10</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.00</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span>  <span class="mi">8</span> <span class="o">/</span>  <span class="mi">8</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.12</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">5</span> <span class="o">/</span> <span class="mi">10</span> <span class="o">/</span>  <span class="mi">9</span>
 <span class="n">Number</span> <span class="n">of</span> <span class="n">iterations</span> <span class="k">for</span> <span class="n">time</span> <span class="mf">0.25</span> <span class="p">(</span><span class="n">PFASST</span><span class="o">/</span><span class="n">parMSSDC</span><span class="o">/</span><span class="n">serMSSDC</span><span class="p">):</span>  <span class="mi">6</span> <span class="o">/</span> <span class="mi">11</span> <span class="o">/</span>  <span class="mi">9</span>
@@ -666,58 +666,58 @@ <h2>Part C: Iteration estimator<a class="headerlink" href="#part-c-iteration-est
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 5.75
-   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.9169e-13
-   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 3.3698e-13
-   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 2.5890e-13
-   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 2.8007e-13
-   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 2.9410e-13
-   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 1.3529e-13
-   Errors after step   0.8750 with 6 iterations: 3.6530e-08 / 2.8821e-13
-   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 1.8707e-13
-
-...done, took 0.4440113760001623 seconds!
+   Errors after step   0.1250 with 5 iterations: 1.7804e-08 / 3.4661e-13
+   Errors after step   0.2500 with 5 iterations: 4.9619e-08 / 2.7990e-13
+   Errors after step   0.3750 with 6 iterations: 4.2300e-08 / 3.2885e-13
+   Errors after step   0.5000 with 6 iterations: 3.8684e-08 / 3.4972e-13
+   Errors after step   0.6250 with 6 iterations: 3.7128e-08 / 4.9860e-13
+   Errors after step   0.7500 with 6 iterations: 3.6619e-08 / 3.1719e-13
+   Errors after step   0.8750 with 6 iterations: 3.6531e-08 / 3.6286e-13
+   Errors after step   1.0000 with 6 iterations: 3.6478e-08 / 2.9104e-13
+
+...done, took 0.6423559820000264 seconds!
 -----------------------------------------------------------------------------
 Running diffusion in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 3.00
-   Errors after step   0.1250 with 3 iterations: 9.8190e-09 / 3.2108e-13
-   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 4.1256e-13
-   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 2.6208e-13
-   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 2.5857e-13
-   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 4.3643e-13
-   Errors after step   0.7500 with 3 iterations: 3.3517e-08 / 2.7439e-13
-   Errors after step   0.8750 with 3 iterations: 3.5502e-08 / 2.1250e-13
-   Errors after step   1.0000 with 3 iterations: 3.6813e-08 / 2.1660e-13
-
-...done, took 0.9906227640001362 seconds!
+   Errors after step   0.1250 with 3 iterations: 9.8191e-09 / 3.3584e-13
+   Errors after step   0.2500 with 3 iterations: 1.7174e-08 / 5.0082e-13
+   Errors after step   0.3750 with 3 iterations: 2.2849e-08 / 5.9169e-13
+   Errors after step   0.5000 with 3 iterations: 2.7307e-08 / 5.2691e-13
+   Errors after step   0.6250 with 3 iterations: 3.0813e-08 / 2.4523e-13
+   Errors after step   0.7500 with 3 iterations: 3.3516e-08 / 3.9030e-13
+   Errors after step   0.8750 with 3 iterations: 3.5501e-08 / 3.4489e-13
+   Errors after step   1.0000 with 3 iterations: 3.6812e-08 / 2.7528e-13
+
+...done, took 1.6136593100000027 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 4.00
-   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 6.6613e-16
-   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 4.4409e-16
-   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 5.5511e-16
-   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 4.4409e-16
+   Errors after step   0.1250 with 4 iterations: 3.6459e-09 / 5.5511e-16
+   Errors after step   0.2500 with 4 iterations: 7.2907e-09 / 5.5511e-16
+   Errors after step   0.3750 with 4 iterations: 1.0930e-08 / 4.4409e-16
+   Errors after step   0.5000 with 4 iterations: 1.4571e-08 / 8.8818e-16
    Errors after step   0.6250 with 4 iterations: 1.8225e-08 / 4.4409e-16
    Errors after step   0.7500 with 4 iterations: 2.1875e-08 / 6.6613e-16
-   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 7.7716e-16
-   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 5.5511e-16
+   Errors after step   0.8750 with 4 iterations: 2.5517e-08 / 5.5511e-16
+   Errors after step   1.0000 with 4 iterations: 2.9147e-08 / 4.4409e-16
 
-...done, took 0.3711577869999019 seconds!
+...done, took 0.40719900499993855 seconds!
 -----------------------------------------------------------------------------
 Running advection in 1 dimensions with time-step size 0.125...
 
    Mean number of iterations: 2.00
-   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1852e-13
-   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1875e-13
-   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1808e-13
+   Errors after step   0.1250 with 2 iterations: 3.7050e-09 / 3.1841e-13
+   Errors after step   0.2500 with 2 iterations: 7.4360e-09 / 3.1841e-13
+   Errors after step   0.3750 with 2 iterations: 1.1141e-08 / 3.1830e-13
    Errors after step   0.5000 with 2 iterations: 1.4836e-08 / 3.1875e-13
-   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1830e-13
+   Errors after step   0.6250 with 2 iterations: 1.8580e-08 / 3.1841e-13
    Errors after step   0.7500 with 2 iterations: 2.2256e-08 / 3.1830e-13
-   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1841e-13
-   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1808e-13
+   Errors after step   0.8750 with 2 iterations: 2.5987e-08 / 3.1863e-13
+   Errors after step   1.0000 with 2 iterations: 2.9666e-08 / 3.1797e-13
 
-...done, took 0.7782666250000148 seconds!
+...done, took 1.3515436410000348 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -731,7 +731,7 @@ <h2>Part C: Iteration estimator<a class="headerlink" href="#part-c-iteration-est
    Errors after step   0.8750 with 6 iterations: 2.8266e-08 / 0.0000e+00
    Errors after step   1.0000 with 6 iterations: 2.8338e-08 / 0.0000e+00
 
-...done, took 0.18000756200012802 seconds!
+...done, took 0.29235818500001187 seconds!
 -----------------------------------------------------------------------------
 Running auzinger in 1 dimensions with time-step size 0.125...
 
@@ -745,7 +745,7 @@ <h2>Part C: Iteration estimator<a class="headerlink" href="#part-c-iteration-est
    Errors after step   0.8750 with 4 iterations: 3.1486e-08 / 0.0000e+00
    Errors after step   1.0000 with 4 iterations: 3.3802e-08 / 0.0000e+00
 
-...done, took 0.21467258200004835 seconds!
+...done, took 0.34452245700003914 seconds!
 -----------------------------------------------------------------------------
 </pre></div>
 </div>