From 86f7a9e42000b4f6e00ca07a42b70d5a21f043e5 Mon Sep 17 00:00:00 2001
From: pancetta <pancetta@users.noreply.github.com>
Date: Tue, 19 Sep 2023 14:12:39 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20Parallel?=
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 378 files changed, 1344 insertions(+), 892 deletions(-)

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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
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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
zcmZokZ%N-EpvGu6Sy0WI(Q>k{niZ1)h*F-sMoo;_z|3^=LQM-6Gb1y@$&Bij%!VdL
zKw5cng1RV&fsvs}s;+^><Ulp~$#c|&*$hoA42&%%Pt-DFGdD3aF|nBZQQef?!qmXf
i!rTDJR-PQ7A;fNIYG`U?ZZtVlqj><V-R!Du&jA2)wLZK6

delta 242
zcmZokZ%N-EpvGuASy0WI(QLA>niZ3w5s*@zyhcro+0ejj@<L4u7E?0=<H?Nbmduvs
z=0I9`a)P=jhpCaNajLF?#pFOW`N?zCh1pDu3`{L7Cr{KeV>30gurM;3{88PM)zZMi
i*l_ZDb=AoM8ba)5=9UJgCKi)3HJa&e>1J1Ldkz4ag+3kt

diff --git a/.doctrees/tutorial/doc_step_2_C.doctree b/.doctrees/tutorial/doc_step_2_C.doctree
index 7ed93e04079ece5da3f268aeaca63d2719fbc787..bc56b01c2fe631281a945a9e82f969692faec5b3 100644
GIT binary patch
delta 2284
zcmeH{y=zoa5XD&oAxU9xeBZkpCFW)C-0!;@bc=vtLt>#2J1wk?MZ`u6NjmFHBNjqH
zK`VvDHVCOD>|bDIpFco@bKfFK^uBa<+a7+Ld2`QsGdySv4;r7J&0cgF$S%`e0Sk`v
zLDGGC;V%u}-gy46G(T8hdOU&OZ!P1?-YmY#W8BYMXo?Ik7ZJvJ8-M00zRxe=r($OC
ztM_IiV1kFsFGBK<xwSL0VA#9z<*Z~#+QE+y;nMBtSU)P6oZ*a%lDQI2uO&rAZt`e%
zWjb~Qsv6K$U`HfP4u%=W&Vdy^+*sLNv-oYkl`^f!R)=l%Xnxr*GR-v*Xu_cJTkhad
zznOsK=Wu^UcXf=1tCJbyAPKi&TRWP6tfM)-$P7r!geBb7;Qkf1@vDj3c99z+wUmSd
z3*&C|F%BPe(!weR*036yFEECCoxLU~P~6al00C3N0I+fARNh`PxFvkv@}veNb5Y5g
zydBfnU<HU0P*EMxN|bL(r~n@GGv1}j)TK#`l$BN4kMPOesYH6aQ1FB*R-s3PvU`)6
z;#v?K3g5${{jTdGlScXv2*pVt)yY4^vCaz4t+IyDP?UsHp|*sNvdE1V;2)@t^wYO7
z-N*|mh46I>22Q3_Cy(y0r%fl6G)mB4QWvB}Sk3T*yV}q=bT?0;8=o5|$LEGxV8`cX
Qd~W{Fxw$rYecw&}2G@@-N&o-=

delta 2276
zcmeH|ziSjh6vsIOAqi-2*uDL6mqenQn>WAbVl*ifj|+*QLQ;u^RScYBqab+q2Uz4a
zl0rzQmBNuW2&pC9KVWB{UZTETQsj==G`3gnm(P4>-uuqH9UNB%$CYodXRp~9RFjD&
z@LP=Aezp1P%7})aZoe6p97&7)&6S-A{GHS>Ozz{mB*Z)Eb=;@#zpJwtr4jy20z67$
z{F=`6&(`)QJSKQ@@2yY%HNP<=3yEtBhr^O3sf%AAz?BEnfqI@XIl~zj8FLw2EKA}+
zql-H{+-psTnmAR$nZmIlsx=OV83()^R)y)0#d;N3?y3Er3Sqs6Sv!rCW`a25=QOS^
z^zgJ@i<~i+V5&IcvJUWMeKJ;D<({_0(-rU^9n9$^W+Z3II>MbFH~4I;wYRaIDs3&N
z(t(wLdFS8b(?*;+W(7!F&RS~IK}{RSRDprt(ps!MJiK}_HAgF3*n!;<wIh1?g3pC{
zHvYhY0lpMnY>0ZO^Je<<21eQBJ2?FCs1|8WWt7AS#O97!JHXw?Q&n~uDhu?KQ1)ap
zHr(bX^~Vmhcka8a(+GrN1p2cCPT_R%OeYCgCxj%@A0v?+a{O-6SV}JQ@=HK*-e8N-
z7TFpjBt4>%&_SFx%i_^yIM0_DH^Rx{n)oxNdgz)&_}Sg401n*Uq1QVeHTm!wkDBqQ
T8Tng{N6r6_nw$NP+ivO~HDoQ=

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 07de7773229428e022a9ed82ce6ba2715b3a48a6..8350abb00b97ae4a6d1d96fe3d86ff6e7413db6d 100644
GIT binary patch
delta 904
zcmdnKmT~)9#tkCMe3lA^CRPS!R>np;=7yG=A6gVKp@~gSw5~)K`lzS9IYcd!d2))D
z^yF`va+B|9N=+8g3YffCQ-1OS2d>SXS}T}QG#MF825Op|rH5)3Shxa3rLoauL7#@n
z-}Oy-kR3NUz^rNVE(22(wWj7^wY7$*!e$U*2P0Hra|^I)W@A)g3yAPBRACDP1F-5&
z6BN}Jh7e&NQ&eG~M?kLTH&c~0GD_7oFy}HdFf!IPu+%j~@`Z)*WJiz2$(PKO<t+@&
z4T0(`u&XlxtD9<$5(XB)Fi@QQ-CUi?(0H<f#b%VC7>zvSa31uLH-B@TpCtzXJCN*N

delta 912
zcmdnKmT~)9#tkCMd=?6Zrd9^VR)$78rsgJ_A6gVKp@~gSw5~)IGM)TUPkVESS|;=4
z1TFc=-!!FwG~48Rni7)*v;rpY)s&vRz=3OXr`8H)EE*?g>0vRi0!5{T(PTlNhRNUc
zO;Lm`4Zy;?4A6wl!NRqMD8gn2CSYL)BU4@^Uz!<C4m4|=%xsJ<>gdrl`M9wOvV~?w
zreGsFO;AlXhB(j16iwI?teW3URnEXXRoB3r%gDgUSl7T(*AUqOCT2ioixtc*EI^7Z
vuq!e(1}bWtJk1={L8c(R@{_-tt1}r`OjfYijO^Ue2poD5IDd1UpCtzXZXN5;

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 1f663746a560e3077f8a53473599b2429b580413..7e1741615d8b7347ededb0f329c21b41423549b0 100644
GIT binary patch
delta 130
zcmZ3~z__S^af80GmYJTVv5AF&p{2QkuC9WDg1Mf#fw_UPxha%yp=W7fWMOGxZoK)T
aX&@t`@#I3Yd6PX&<H**jvH7LBB?kccHy~pG

delta 130
zcmZ3~z__S^af80GmWiIFiJ_6Dxv8asuC9WDf~lUVk&%J1rJ(_YZ>DE#Y-(a*Y-+jr
bqG=!_qsin#vw4#}P2<Scsj>N`xg`ex>#HCu

diff --git a/.doctrees/tutorial/doc_step_7_A.doctree b/.doctrees/tutorial/doc_step_7_A.doctree
index 88fec998d54a13168055d051fe33cca31965ee7d..61b74151c41842f341c75e5c1cf179c6f8195d97 100644
GIT binary patch
delta 526
zcmd^*F-k*05Qcg9j2c2hP;9gi?AO_y-JKZ-s9<59Pg`vSL4;r>cmY#+fQgNrg;lDc
zcno{7@Cxw;jwt33_8;H(^FNG>$8k~K%-`Kl%6_l7)sMY{7BYC2z!4#6w|bwWm~^<m
zqObiWz3gqZkwlmhc#?#o!+KM%cAgu-1t!*Mwf;?YkU4lp3ScC}Ka5>S6!mlasBI+#
zNSv}4nu(%=EMUa4CCNk(vzbK%a>ifLOG&}v)2eP+hdkOQ;F%;jj)EpZJ+9X}35h^F
oQnVmslf12FN08#i^~JesHb;Yn)6t-N^1nW4{Cx0qcDTFv1%*JFl>h($

delta 494
zcmdszJ4ysW5QZ5TN8Lpi5ll1?G#;y~>(#I-J`fg1V?hK#g~dql0w!L-UX9m45H=FU
zbC@lL9${}_&w!UOuCKoO|9Tl^&!a5An|geD%X{7IKK|?<c1V-}T?ps|y~dk^@0^@y
zoNO<~uik7NZf?vaNFi7V;K|}-Z~bBGqj05p<#@ik60f`17E=m{K2R+g7g{oaB+c<W
ziGeYgfm4Ug)R$!L?}#Qsg9}a=Jg7Ax5?#xyHY76|D>doH1(#l^7W;TwEq4Uj8Cp<6
qK+kD+ExuNtOI)(BtlnN-l&#jFKYcdnFP!}E&gnIE=l9E_ota<$y^rev

diff --git a/.doctrees/tutorial/doc_step_7_B.doctree b/.doctrees/tutorial/doc_step_7_B.doctree
index 9bd24c0b627244514bddad4f86e4292450a83d9d..ea4d419f3c3a40905cf5225808f9cdb763e0c606 100644
GIT binary patch
delta 149
zcmcc7!+4{Ial=~!76U_5%grAR^cY!8%}p&QH=1ZKZm?uzwlFcA++d<JxxrFv@=dF2
oEapbWmYW+*fXWO_&CP(y!X{hW-efX2+x*1Lnvrr-#O$0n09*|(bN~PV

delta 163
zcmcc7!+4{Ial=~!7DGc*)6E|Z^cY#p%*@RvH=1ZKZm?uzu{1L=0dXcbSZYnaX?2a+
v!oXs3ps~(m0bA|KoHjRDjEu}ofeOMVTif1bGO^hF#LSwJYKDo~IdK30EWk88

diff --git a/.doctrees/tutorial/doc_step_7_C.doctree b/.doctrees/tutorial/doc_step_7_C.doctree
index 6e6da458678c07536a1fcd0e0f0eba539b46b36c..f910f27f30a639a359cc1ae977ae4a8dbe659796 100644
GIT binary patch
delta 170
zcmdlsopIN6MwSNFsp~hgc$u>pnwpzV{%E5$`K<%{=JnP#jBG}FP%-1pKP+097%evk
zn&&aH8tNHaT22l$*Pi^|f^)NqtqUVl6Vv34)((?j*<WTiwA8aOG&cvDq&azwz0l-3
VyZ;a|Lra+H#49)6+~jP+0RW%-J4OHi

delta 162
zcmdlropIZAMwSNFsjD}#c$qUB8=Fr4V52?xy#xE^_0~3wtVVheA(PENELxbDj4dXA
zw9$e}J1_$In?Kr=Gcq+WP2OlNGI_uKe>PJ+LjwztGR?_r?S&@S*@1-&&EPtTRcySu
I&Dn$l0M~0f3;+NC

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 d5479540842ce1d22b28fe1bf00ec3523c891642..40c8f34bbcca848c28f1e747d9a03c3a4be1f0db 100644
GIT binary patch
delta 1168
zcmeH_&1zFY6vu0tgc9QAwh=$LB)Mn<0qJz+%(qZQs=k5Xs%F!Ln2>l;v$`=2*xtC1
z$iamRp}2RE27L=@MDzuGf<A!g+-s<N*PYdzIUoPu{5kKBa_^3E`C;L$H_g`{=YOm%
zE#c<g4n7*(%?qU%PDeGI4;lp^+FCqm*D;Ptc&i;0IRRrNPLn3KU!<Y18eDx7leX_`
z24;7Ins74|#2V#V?-V#;+Kn94acfxh*dot~g0$dy6DPx<2*fff@T7OqS5iv_47ha%
zxWZPyg?jHz)@t2oPPjB8gY>(Nq9l}>l%a-OqsBRj9|za)I4R*|6u2ZPn|^59NeBu2
zZ(FB?H+z+`I)$+mZ;wNad)4#*2!$|?yNZXMGR}Jy4;JOl7750|URYy9D$Ohtz*1aE
z4TcAw@ynBK{1C09-*rM!klo{`ftUB!GqiaW6b&(kxhc_i+<$pB6KTcXrPK+bPhAv(
z+T9JN@N1{yQO=A3ZKyl$DLnXv-^Mlcx@El5_watQn#G6DuH!5Bo8u(P;)mm>ImMmV
z_m;KQ3vQ5tQ7bs4+}x^Jt6y1O1<jRYPA8SHR%qw`r&;y&PR{3G7$|@=L#5#^^8kOx
VD`)%THu7wL{%e0`KPNX<{s79lY{~!t

delta 1316
zcmeHFOKVd>6fS8R%GKQ5B&{w|+aN9KBGY-?dFi4l>Q4}SfGvemf+-0NsaR|^jn*Wf
zRt_!%g)RjbVzcmXxa_Wif53p7ECkQow$Xp!rgt`%Gv7JiW6rz%*oXaC{OQQs%$NAo
zgZM#aXb1|8`>?Wg6PC6wLQwJGU@MmpL?~-uzBvhdbr0ssxe-pJvCu0|!Qzvd1Sf`4
z9RX4`4;CKza9B<v$c79-Hxi5p$t?mdL#rGFN(#DMpe8??$5z9kQNI9ttCtXGG!E)j
z$1;?Jk}Af8q!vG_3=}(yARBLd*K4s?5YFh4uAnlL2npj-4P=&@ewGt%LOY;R{1{Fj
zd+=&Ihr*?ie}$KtL7EySjvGSs9g1jRu<Aj+nf3KxmJWq8bS=pTC8S5U&dFK$R?Ye+
zb2wp2QRga6i8a=8CM9#OFrK;25^TP>1)rZ?hlQQ#DD?dE9E7#$DD4vdf84>xcs&8%
z*UrE>#H4Cp6Pjqv6!g|6BEI6Te;)H@;fX>?kb^B35HtUBJV_O|p>~{#Drjst()TgR
zkKExy_uD>H>S_4Z$|LWU*gr|Rs~@eq@CmP65dC%l58Jol-a0M>dhNF-V}`=d>Nvid
z)|^s<C*sn)TkK?q1EwvtN^;?<M(b{4V{ACZnNUWfOjp$gv$zAlH%Cu55l%Ppzi(pq
IaQEuyA8c5W!T<mO

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 a1c8b3b52c3c7f404a51bd42cf6e197d6ea9fc79..d9e3fadf456059b8acef33253764ca4bc0a82a4a 100644
GIT binary patch
delta 2552
zcmeH|%}Z2K7{(c=#t$eLVNlG>z0PRFG&7ygd(PE`s}>R2vXxj1iDojfU2QblwW)Y_
zVhf>}jUeGgCzPZXMnUD21qz1$f%XrCz2}al)){xvW>)v|@Z&ij&vV~9TaC_EqtE9u
z5f1Yi9pS-troAuX!OqRzh!4Gmo+e@*X_zRSj1o`6qhWo-V;+U=f*+-V;WG{W#f}!j
zs2Iu-4SfX%9u`l;sL+IK7`yGol<<VmuvwJNS`w-i!S^(5uO0<w<XAJ6R5Hcj>a7R=
zY3YEEjGjO4yHxZLuZPpD&sfmEbf@VL4L-iQ`?r({#$Fer(7t>DW|mLGi&6r%N?mZH
z?82pT94?o-AzOCfYv~khmfM2dn~A8!1a{utv&kLP{Rd=DV03!!prlZ`59@Pr7=GWH
z@Gu9_#t7p%;^*l8V+kITlk;&PA6gSWlClozhvZ--nPyZG<&#5T2~RdI0{N`r$4r-l
zJwad3?(5ZdFtCzxO^*;%b`VQq4&_$UN$lAn-0!su3kle%#@t_3wEODX2J(yXGhUvk
zT20a3uY;R=7>DnRiEf=|s#fKp93^(#-`$N5j{_&Q+x9v*%Mt>gf~oZG2Y?v0xFSX=
z&@cNkH<E&>ipgB;RRLwjLwRz(J3;VJwi+PCX-ExLx{}hg#nu6XnKhm{Qq{{786iTe
zft5HsU291SV`qyVQAtA7t;XTndd!u~;|Sa0H*oEI#f6kBlrS66_PfDCnTyCTx+%uA
z)Cy5smgtF<nyQ#AQ=Q7=)Lc+K(yTrXS2j9RLU3+In>BGX#XcEyYt>2nTnZ&Qekk>V
t)NsA(!rIHTIOrlveS6V0Mo!ijjgb@ndvs&uG)B%p8ad~Jx8DkFKLKfD*I57n

delta 2536
zcmeH|zfTik7{^m86-dCrV4}HlM_Y_37T%xtzHb@WOc;dGI1qGTuqPmHx?pj0A>`Rm
z6BycsXbhLq1R~Kvqei8QiI9}=AAtXWsqY<_P;$rO;L_=mC!hP?`#j(8``k(;x>AY0
zDy1U~R?{-V+=KMF!3c-ioq>oA1G#JyCi;<th1`WGMmEe%$TQqV6b^DKs)W$bBn&&9
zEu3&Vo<R}@b0$1-&c_%*Tq>BEv}4?sk`UN)c(X#1V%T+h;9#p6%&GRXwor&O2{-OO
z{x2VP>C|+8hqN%yBAUhIDk9Py-nid%q6S~zJg6@zT}rz%Z=ERg7E^G&a1CA*;xJjf
z2%icm=zn(!Mv5kM6b;xfSg==Yb2IN3q5&dM`}i=Z+_^klSEdZ6mrL~}sY`j-DH$;F
zxz*s>1J*_mp&6ty_;_0kzPWjLx*7-cr8RDAkcWW6mmDj1B?%TtC``g(?yLTOnd;K<
z(3l;p$>DZo7DhJ{rk5VgiD1r#d&{$6Rg$I-*C`nHkLau!P^-kOzu^nfR6g9dZuHoF
zNE`-JYpY;fz<hNG(D$2(!`zN%FbW~P**}6g*Gl-gW-^?WdQMBpqp)iX2TMu`_(!Sz
zxNl0oIRuNPi4)bu@+>@C?TLHl1Y3>~hNW^I#>%O<?M*Y-aE!D$-WL>X{7jm*t=kCk
z5o^{{9NjeF`F2YeIt^t$YE=xlwG*=hk={vzeaBe&u(OshF%?LIGH^h89nDwskXi5U
z#!^wrG#TupCKvTdf2}7h#t8G;4*}`XfF+DnwX6`7>1z~XI;Ka%lCZxOzfAfN5mYgv
wdkgVY_oHKC!uIPc5e$)y!Mgj~ST_FUY%H6`vN`$3YAl<7UpBq&huvJ;A3E>Uu>b%7

diff --git a/.doctrees/tutorial/step_3.doctree b/.doctrees/tutorial/step_3.doctree
index 1ac4626dba0f219977fb1b2e00a0fa2bbd6fa898..b0e6eb5e7b968c39c942fbddf1a034704ebb4a1d 100644
GIT binary patch
delta 1050
zcmdmXn0eb_<_(6ntOlvN1{RYAZ6zlA*|IYknohQNRAw?aoxIRiW^#ig8?%L}0g$c4
zY-nn<d7Yyf<K{nhvP>lEYB%MxR4_ELGBC3;HqtRSw48i#hV15q@=zvBajnU3EB!Hr
zwKtbmWin50t&^U7ua<4HY@Nj9zqL}6P3r=HeEH1_>NYW>XfiSY+MzwUyQvaWxB^AU
z*l6;@*2c+_Ehaq3j+|WB)in8b3#!Xa&B1Etx0;|BVFnW3iXvog0amHnj;hiEBK!hX
z*uua7ta^0^ifRi(h;UvfsxZ)RAQyj_uOeq;1dKj&E+YdYV_gGFT|*=vSQr}ul{HNM
z+@-8wVQ6j$if8N!O&|)lb(<oGfCVrF6emmcs52QFPj>9tjN-k~C>(-OIDhl}MK_I^
aj4dYfT-RbYGcldK{8};+ceCa7S}p*kW<tyW

delta 1054
zcmdmXn0eb_<_(6ntcIz&1{RYAZ6zlA*|Ia47)`c!RAw?YpS;jkW^#ig8?z-)cA>2j
zvzfW&=5>x{jGO=1$ug0stKF2(Lc!3~%D~vl&`8JB++^~_8M2!b%0rnj#kD5Ct@K9~
zHU%oz-dtLh$voL%iu`2pIw>H{Hu-<8#N-c?118_AmEOFdZWA*WO_RHuDlvsCP=qXu
zCO>R#oGjU5f+B2b02aQ}V#15;cFV~RTAL=%Z$(jTW?%wTycJoYnc-x^1&xzcP`z$u
zXaP3$MLVi~BU7;O>JC(4V~Er8I?;qJ!Ky#ZSCKO?2S%Scmyv;yv95uot|5|B%}mUI
z${Hqr?ow7Tx3B;yw7{;=)EKOATQ^EHnVEw0%TJc*QD*|C0mq)rDB&|2i9<3H=Wm|B
d=%z7~x#?t{>sri4z{J1&S~3!Mv*q<#E&zrlL-qgw

diff --git a/.doctrees/tutorial/step_4.doctree b/.doctrees/tutorial/step_4.doctree
index cc3199fee165319b68837ba7119955fd42c14bea..87ccedd214e15f4247290c25ee121db4d9924644 100644
GIT binary patch
delta 213
zcmezRg8AzU<_$CEi5nXk7@DW*8dxak>M9uPS(=&{SQ;CfPF_Dxna#|?*x1lua_)TN
z$=vgmh)}vYcm5|=Ei*k!V-pJlLrZgznF<Q#dgcb^2FB*5P`-tprG=4&rG>fiX2utR
ZjEu&U7rvM`x$=1&**Y~gOTLQX0stCkJO}^)

delta 213
zcmezRg8AzU<_$CEi5r<4npmdl8dxak>M9uPS(=&{n3$LvO<q4wnGGZbWaiE{p3FU8
zi3p{ebLW3@)iTkuG%+-?G&i*bnW>;)s%L6sWMFJ*XaM1x=@}cFnphZ{T5e{15y;4B
WGI`;Pd6O%j$C0g5W3%L|7%l)DpF8LP

diff --git a/.doctrees/tutorial/step_7.doctree b/.doctrees/tutorial/step_7.doctree
index c2ed540f90a768631354b511f35f40db839c3809..aa784575cedb5a260446ae081d983c2c132025af 100644
GIT binary patch
delta 799
zcmds#&r6g+7{_;(ahLoR9oh&YJ&1=Drf1%nd7pVOf(~6;5tdjHOk~vsvB=k?Q<v-#
zLWkg4@3qx-@}O^d^H1nldI{_g5TQaL0-fFU5AfirxeO2U{eHgl%rjrt<hL~`Uv#a@
zO<5|5SN!uqso!|eo+57zMCf_BvYU$(S{L)q<PBb&fIcMh=s+VmLuZ1>2W_?766ii3
zX>TxspaI(!cojLcJUnIiP5EYz0dU^Mny}-y3Sxo~aQ||Mw{d_G5yY`+yN$vqBvs2}
zy#bBdgbRT0Se^2gOdyZ<JA(+M4cdSQPAWs(oZ2qL3c=aImD-%@?yfK7r|S!a$^Wz0
zT&LG`_F>_U1nr3T8`r`}u5!=&BFn~}bm%DEZ;S}(t%h)1;rS2WW&3@T<^<P2?n&)1
zPLt*>kq!IO+fi{rsCS=!+-t!d-#yl8?$>P*e%4uCOa~4>X9cCJ2Tw$oR$;`vdN9HR
zhnLdlzaI(tGMmYy#iJ`CuSt20$l_>}|NS}X)S6n*bE%3g=+@tS?)v(U%(U0|>)xc6
T%*<9-YBSHCKCXWm6dUpsmhSl3

delta 802
zcmdr~J4>8F6x~_JT``LiAuAe-KpNx9=e!>XX@X6@jhZ4N7!e~Y78a5vZP>;_u=1{8
zvG^eD1`-6rkhG~SQpVLnj6Xn9EU~aLGavo{3oEC)Gv}Op&z$>v4gXrhxYE9v`-bBf
zt-@p+cMGKjVboei72_JtiYHi5rQzrF037Z;g345Xmj`KLjkSaeqdcaWp^@QQ!o<|8
z98pFK%NVyJ@S7PONkSA1&2Xs1k3HKEBZ)DDYRVD>kA$J2$IGB?sijI1PP9q-dt^`^
zfRC@qgP_ig)FK(KnUN7!B8ZQ7D<-L7#%jR`<I;1V!k3vJc^OG1)su2*A?oa`E@fw{
zOZn-0YuEosu<I7z=AUCqrG)cZuRGl9MOgXVeDwzGrz32Y5bnHIKy5w__){B(okjt+
z>c^Nd6-WiQ)4(V#j4SVsqC1kRe?A>+<360YRd5FvW9X(3ZusxlbebC|wubz}3*=Xd
zTW(yjwT*Bkol3cp%ZJFjqkeTf>KTk&_H6vS4mVUKJUF<>-VVxL$5l4dH@==*DXq-C
Wn=hB<KD=M9Ztmk$a=s6uef%Hcj05@r

diff --git a/.doctrees/tutorial/step_8.doctree b/.doctrees/tutorial/step_8.doctree
index 7314f6fecf878a82072d09ac091d1d1faa5ee539..554416d173f86ade53bdcd1ff6876a3272230e94 100644
GIT binary patch
delta 1361
zcmeH_&rcIU6vs2$c8j&GC6XQh+bz;aj4V69XA%h{nBc*);i3c+Od|+)PoBJ(2<1UG
z(L_BNFD6zFc<|tVz|E5fNK8b#ZAxPrv=E&wje6H3bDH;N=DpANJ8!=dtyQAY`>~Br
zmFS%k!mwOAZ&3-2g+g4a`B6_Mpgilq$5KyRu=!E!nRq&vz^>*(Nvb_qUc3~+Qf@w7
zyluhDg`s~evU(4FfU(anqD%-3yGJ8%^;@P_3#<)|a>g9uN^RN}f*efl6>aJgrFbX2
z+YUpfC4oY71m3p?V$9V_z)t&$IlvO@@SeYFp#&^_Ih)4alGGK%Tq^{FuyT08Ca%UF
zgPot*GlEMl2qsjUMJN<%b8z!(x${yR80u24n8BQ~x$Ak#bnbAO`qcrG(pYqQ!mDc0
zghXf@vaJOJG2${#zzHrV#cvFwtJ1s(Th%l?4`P4uF{Z*ggRmXs)8vm6oG8QD*Na^)
zj6BQ;4oSHOyN7fB!w9;*@eWP-WrT)dqFy}SOztK8#}+a@>M3Z|hhhAn-`_^)w5?pF
zu!2H82NTT%tRAHOtc9M1&xT<3dq1QaDVw>Bc^aHXHpM)Ol_FAkW`R?C3rCG<iyi;l
z(tbYNb`9~LL{Z+q7DJBlBC*yi!H;GR#)G8aW221!Ackg;Fm{|X5<9tEL~7X;M>xZt
zW|V~DsBxlpYwNX*-dGtTso>aPgalf%%}1@iNQM%Hi6A6QdR$RhY0aEkFU4=Hm$EY_
S<8?A#Hu~S=wN+1|Nb(mnd%@TM

delta 1581
zcmeH`zfTlF6vs2m?xE}5au<w+r?97(K!kB-cIQ`O0?8F<V`wz7QAogCgm{uzS=m_v
zzL3$vAC+2qA%Vn1{{>nL6DcoYIT5u`PvYzz#D>n!u+{9mnfJb*?|ZY=aKAKM_kp+E
zY`C{;D296NtP@k%o~?8%HZww`4@);g_*gsA&7+wSO6>o5pHH#oLdhsrP@fy_VuY_e
zo4e(}>)A8^m}K!j`T(V$FI`QAhDy>0qb(m6z6H?JEaV~_39Yj2vF16KVXh!-hOn^f
z!;^Ngq=bsCY874x8CHZygFG|{?|+p&hP4H&H2YyRNe`Ebg6h4q6i1wCXzUEaM7uX2
ze^V$%VZL2GPqC6jS_2~A#~4r7@5~H`_v-c8kl>gTL21N^wjU8t*_wi}-%D8<ZIwir
zQPL5evRqDrUWz4^`$}U>8MoIg>sZr=iQRIJVZrQ``Q55ra>Y9wkCL(%TL)qYlZ$~>
zvj-~Us3U%DGk_O~S4cb8@xW%b%%@>J>5pvx_IHJ_j0dr3r8T3R)0D;f^{G8&9(JK?
z%WqLNC$JDSf=a7uDh?V*)tbi+vNc-;m~IWEZ7}Z;DtE$@-+goU7z)gB2R+Y8EG4y+
zty5++k4~D;4l3k0wxuY9+b2p)Mno_j%e1l}Lc&ISGOhj8;cR~p%oP{)JJK?B%rZkB
zDw<a=>Txo=2F-?xYG&0%Vb<owotnAip+3u>hw+^N$k*bKBI;mxDH$O)nl(~LmMK_2
zimtA9qZ>|%N=>xjEJ_tBDKmv@HooE%8IA0Fuq<gzDgkePOdbyM;UNDHgM58$Gmo77
EAH+53-v9sr

diff --git a/_images/ampfactor-K3-M3.png b/_images/ampfactor-K3-M3.png
index c2c7d425e6c23651a99000ecfab48cad1892ac97..2a468222e643a4fa1c4e60694761a35c36f7903c 100644
GIT binary patch
delta 43
zcmbOlF*Ra>n}UU&fsR5(Nl8JmmA-y%Vo5<xeo0Pdl3spMy1wbgt*bYtt=9$sQtl9v

delta 43
ycmbOlF*Ra>n}WHXk&Z$}Nl8JmmA-y%Vo5<xeo0Pdl3spMy1r)Y)B25R>$L$;rVuv(

diff --git a/_images/boussinesq.png b/_images/boussinesq.png
index dfa9a4ddcb9f8a8d81d80c879df2075e829e3e72..b1e8a0f531fb8390975cd26d8f8f632fd1b80ca2 100644
GIT binary patch
delta 45
zcmZ2{jdAfc#tCi;7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k7#G3jl=u
B5%~ZB

delta 45
zcmZ2{jdAfc#tCi;=6Xgt3K=CO1;tkS`nicE1v&X8Ihjd%`9<manz2voH>T~)0sw-w
B5uN}5

diff --git a/_images/buck_model_solution.png b/_images/buck_model_solution.png
index 99f55446ccda6dfd9bce07fd852717e50019397e..d6b5bdb6b485c1e2a61647183862822ae112d9f9 100644
GIT binary patch
delta 48
zcmaFAkp2Ba_6cqZ7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#@KlQ
E0LCB_Q2+n{

delta 48
zcmaFAkp2Ba_6cqZ=6Xgt3K=CO1;tkS`nicE1v&X8Ihjd%`9<manz2vo8`HL?F?L=6
E0K&%-_5c6?

diff --git a/_images/conv_test_niter_Linf_advection.png b/_images/conv_test_niter_Linf_advection.png
index 1bec2c3d1042ce65ac96052883f819027fc82de5..175a0e436ef65361a8e0f545b4c23d95f4c4f82f 100644
GIT binary patch
delta 45
zcmeyqlj-|TrU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k3IV4gi=H
B5^n$i

delta 45
zcmeyqlj-|TrU`Be=6Xgt3K=CO1;tkS`nicE1v&X8Ihjd%`9<manz2voH>ORT0|1rH
B5)=Rc

diff --git a/_images/conv_test_niter_Linf_diffusion.png b/_images/conv_test_niter_Linf_diffusion.png
index 231b42cefaf1110a46e8566bd234bedd2f988378..55921ed6f8717c5b8c45359b4a50bed8b7479fa7 100644
GIT binary patch
delta 45
zcmey>%k-<4X@Z-Ag`R<qLPkkRL9vy-er{q(K~8>2PG*u`eo?x<>Bg<AH>OQ#0|1I{
B5()qS

delta 45
zcmey>%k-<4X@Z-Axt@`ZLPkkRL9vy-er{q(K~8>2PG*u`eo?x<X6)1YjcHTb0Ei|L
AuK)l5

diff --git a/_images/conv_test_niter_NS2.png b/_images/conv_test_niter_NS2.png
index f2dbcf7f009dbb641a3d78f39af2616144734eb1..6e3641dcf7d028691a924a924600628a4922c548 100644
GIT binary patch
delta 45
zcmdmVfN9eKrU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k5e~J^+Jm
B5-|V(

delta 45
zcmdmVfN9eKrU`Be=6Xgt3K=CO1;tkS`nicE1v&X8Ihjd%`9<manz2voH>RDL4*-EC
B5!L_z

diff --git a/_images/conv_test_niter_NS3.png b/_images/conv_test_niter_NS3.png
index a606006cbc1a31d03b9f3af27b24714c6d63ef32..56c9ae592e9b3a18e17acf5c4fb77949e3ebc704 100644
GIT binary patch
delta 45
zcmbRJi)r>RrU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k7#^4*-tN
B5`6#w

delta 45
zcmbRJi)r>RrU`Be=6Xgt3K=CO1;tkS`nicE1v&X8Ihjd%`9<manz2voH>Pdf0|1PM
B5+VQq

diff --git a/_images/convergence.png b/_images/convergence.png
index e84ea59176ab085750ebec0c280decf976890541..a62b6530356384eaad14bb6d6ded12121be3afe2 100644
GIT binary patch
literal 17655
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diff --git a/_images/fput_energy.png b/_images/fput_energy.png
index 670fd1d763b79b13c0a409bb0e2389dcbc1f5aca..a98dbc90598232198633998abae6c0ac8613a206 100644
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delta 43
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delta 43
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diff --git a/_images/fput_hamiltonian.png b/_images/fput_hamiltonian.png
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diff --git a/_images/fput_positions.png b/_images/fput_positions.png
index 78f9f762466171f2e2dcea224e0d2017b5307078..f4a1c2262659b1d310654b13fe2f1ec55ea0ddc8 100644
GIT binary patch
delta 45
zcmca|gXzi*rU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-kA1oH2{}H
B64L+x

delta 45
zcmca|gXzi*rU`Be=6Xgt3K=CO1;tkS`nicE1v&X8Ihjd%`9<manz2voH>SN?4FHt<
B5_kXr

diff --git a/_images/full_solar_system_hamiltonian.png b/_images/full_solar_system_hamiltonian.png
index 939c96abcc49cc25ed3922676055ee0aff4e9132..854a434acda308856ae757242e2d4beb3c2aac40 100644
GIT binary patch
delta 9681
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diff --git a/_images/henonheiles_hamiltonian.png b/_images/henonheiles_hamiltonian.png
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diff --git a/_images/iteration.png b/_images/iteration.png
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diff --git a/_images/multiscale-K2-M2.png b/_images/multiscale-K2-M2.png
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delta 45
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diff --git a/_images/outer_solar_system_hamiltonian.png b/_images/outer_solar_system_hamiltonian.png
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diff --git a/_images/parallelSDC_fisher.png b/_images/parallelSDC_fisher.png
index 4d6517fd3deacad16f15b97efb901ecb1c1230b6..57f07111c2c6821f8fa0f164e9b3a00fc41e7be7 100644
GIT binary patch
delta 43
zcmcapd8cxMn}UU&fsR5(Nl8JmmA-y%Vo5<xeo0Pdl3spMy1wbgt*bYtmDvCQbZZeh

delta 43
ycmcapd8cxMn}WHXk&Z$}Nl8JmmA-y%Vo5<xeo0Pdl3spMy1r)Y)B25RWi|kEBM{#J

diff --git a/_images/parallelSDC_fisher_newton.png b/_images/parallelSDC_fisher_newton.png
index 1de71d9fe65e30e445c1ce3b93b147b907eeb008..922f66ae17af6ec35fb092b08b8688c8ea8839f0 100644
GIT binary patch
delta 43
zcmcasd98ASn}UU&fsR5(Nl8JmmA-y%Vo5<xeo0Pdl3spMy1wbgt*bYt71#g(a%T}J

delta 43
ycmcasd98ASn}WHXk&Z$}Nl8JmmA-y%Vo5<xeo0Pdl3spMy1r)Y)B25R1vUV19}vv|

diff --git a/_images/parallelSDC_preconditioner_advection.png b/_images/parallelSDC_preconditioner_advection.png
index 90d4fc5faa44553b9a920a0e026b962f8e2f54d4..df8dc8e8ead82c086d9a4c0b60000dd9dc3265d9 100644
GIT binary patch
delta 45
zcmX@v$9S@jae|wIg`R<qLPkkRL9vy-er{q(K~8>2PG*u`eo?x<>Bg<AH>N#y0|0s_
B5w`#U

delta 45
zcmX@v$9S@jae|wIxt@`ZLPkkRL9vy-er{q(K~8>2PG*u`eo?x<X6)1YjcJeF0C(RJ
ATmS$7

diff --git a/_images/parallelSDC_preconditioner_fisher.png b/_images/parallelSDC_preconditioner_fisher.png
index 73d3490a35b4cf7c17b58613e3082975a9ba703d..8452f6381a1cf41672b3c261fb29ea6a9d72201d 100644
GIT binary patch
delta 43
zcmZ1$zbt-&n}UU&fsR5(Nl8JmmA-y%Vo5<xeo0Pdl3spMy1wbgt*bYtIp_lbS>_N|

delta 43
ycmZ1$zbt-&n}WHXk&Z$}Nl8JmmA-y%Vo5<xeo0Pdl3spMy1r)Y)B25R4*CFBo)7#0

diff --git a/_images/parallelSDC_preconditioner_heat.png b/_images/parallelSDC_preconditioner_heat.png
index b0bbf15099311a06ba58cc27ee5df515dc08a045..947b15bbf26bf3cb54e276a21a480eee959c3e96 100644
GIT binary patch
delta 45
zcmccD#(1xdae|wIg`R<qLPkkRL9vy-er{q(K~8>2PG*u`eo?x<>Bg<AH>Uk?0swx<
B5#j&<

delta 45
zcmccD#(1xdae|wIxt@`ZLPkkRL9vy-er{q(K~8>2PG*u`eo?x<X6)1YjcGre0DOQE
AhX4Qo

diff --git a/_images/parallelSDC_preconditioner_vanderpol.png b/_images/parallelSDC_preconditioner_vanderpol.png
index 1725c4693f12607865fdf6db4e8b9c664db5f9fe..12a715fe177ba0c9636f6a86f9f0afc38cd37b1a 100644
GIT binary patch
literal 16661
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diff --git a/_images/phase-K3-M3.png b/_images/phase-K3-M3.png
index c3640d5a83a61c6721839dbf1555717e69bd9121..ce62e5be17ed812b74c806696ce247b64872da56 100644
GIT binary patch
delta 43
ycmeAV?GK&creL9GprepcQc_TCrLUixSW=LaUy_rVq?ccmu5Y?=>*|eZnpyx(^AGs|

delta 43
ycmeAV?GK&creLmTq@$2gQc_TCrLUixSW=LaUy_rVq?ccmuCE#Uw0>inrWOE9s}G(4

diff --git a/_images/piline_hotrod_1procs.png b/_images/piline_hotrod_1procs.png
index 1b4cbaac6542a3dc2d01a97866b0d7e37d0216d7..ae76cc4a095b4254316e0a2488e8b857df232b5b 100644
GIT binary patch
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diff --git a/_images/piline_model_solution.png b/_images/piline_model_solution.png
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diff --git a/_images/stab_vs_k_resolved.png b/_images/stab_vs_k_resolved.png
index 4557b816e71e121d27c6be5db18f76797dc7da53..789fb0bab3fe8aeb51b9ff790960bcb059a87f95 100644
GIT binary patch
delta 45
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delta 45
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diff --git a/_images/stab_vs_k_unresolved.png b/_images/stab_vs_k_unresolved.png
index b6bcb02ae34f04e4951718616893200cbb5e87a7..85324a03b6781c1cfbcc81f0ac5a2fa898f9bf4e 100644
GIT binary patch
delta 45
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delta 45
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diff --git a/_images/stability-K3-M3.png b/_images/stability-K3-M3.png
index 60d13764820260765170f06d8edfa436cb87b577..5c94acd3ec1db7b725c89c6ed82f813c8b431e24 100644
GIT binary patch
delta 43
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delta 43
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diff --git a/_images/step_1_accuracy_test_coll.png b/_images/step_1_accuracy_test_coll.png
index 0971fb2e96bf18e4f5ce02d979ad1f974d9a0f42..eba0b0683f3a72a49c5359149217f4688953cef0 100644
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diff --git a/_images/step_8_residuals_mssdc_gs.png b/_images/step_8_residuals_mssdc_gs.png
index bfc682dae0745191095c61c3e5dc65c3d34e475c..a5bbede2724eaa3174fad23ef6cb5d915ea66efc 100644
GIT binary patch
delta 45
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B5zYVr

delta 45
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B5pw_l

diff --git a/_images/step_8_residuals_mssdc_jac.png b/_images/step_8_residuals_mssdc_jac.png
index 125a65f5164abc711f98ecf0a02cda43be189147..eb1ffdd549eed06f081eda27abb49d2aa40c4bcc 100644
GIT binary patch
delta 45
zcmX^1i}Bbm#tCi;7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-kA2F1^}Hd
B61)Ha

delta 45
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diff --git a/_images/stifflimit-norm.png b/_images/stifflimit-norm.png
index 122b7d14943113deb9b04cb6977f719fe0cd58bf..cc75d0a4f0c9acf4991460fd313566e144af6049 100644
GIT binary patch
delta 43
zcmaDH@;GFIn}UU&fsR5(Nl8JmmA-y%Vo5<xeo0Pdl3spMy1wbgt*bYt{nZ2jYuFKT

delta 43
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diff --git a/_images/stifflimit-specrad.png b/_images/stifflimit-specrad.png
index 563e496bcb315e313159146f875c22195c4c0127..6939b5b5532d7cda1b2fc87bd8fcd8441f65eaeb 100644
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delta 43
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diff --git a/_images/timings_SDC_variants_Fisher.png b/_images/timings_SDC_variants_Fisher.png
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GIT binary patch
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diff --git a/_modules/implementations/sweeper_classes/Runge_Kutta.html b/_modules/implementations/sweeper_classes/Runge_Kutta.html
index 1949cf393c..0f83fe2743 100644
--- a/_modules/implementations/sweeper_classes/Runge_Kutta.html
+++ b/_modules/implementations/sweeper_classes/Runge_Kutta.html
@@ -946,6 +946,155 @@ <h1>Source code for implementations.sweeper_classes.Runge_Kutta</h1><div class="
         <span class="k">return</span> <span class="mi">5</span></div>
 </div>
 
+
+
+<div class="viewcode-block" id="ARK548L2SAESDIRK2">
+<a class="viewcode-back" href="../../../pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2">[docs]</a>
+<span class="k">class</span> <span class="nc">ARK548L2SAESDIRK2</span><span class="p">(</span><span class="n">RungeKutta</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Stiffly accurate singly diagonally L-stable implicit embedded Runge-Kutta pair of orders 5 and 4 with explicit first stage from [here](https://doi.org/10.1016/j.apnum.2018.10.007).</span>
+<span class="sd">    This method is part of the IMEX method ARK548L2SA.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">ButcherTableauClass</span> <span class="o">=</span> <span class="n">ButcherTableauEmbedded</span>
+    <span class="n">gamma</span> <span class="o">=</span> <span class="mf">2.0</span> <span class="o">/</span> <span class="mf">9.0</span>
+    <span class="n">nodes</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="p">[</span>
+            <span class="mf">0.0</span><span class="p">,</span>
+            <span class="mf">4.0</span> <span class="o">/</span> <span class="mf">9.0</span><span class="p">,</span>
+            <span class="mf">6456083330201.0</span> <span class="o">/</span> <span class="mf">8509243623797.0</span><span class="p">,</span>
+            <span class="mf">1632083962415.0</span> <span class="o">/</span> <span class="mf">14158861528103.0</span><span class="p">,</span>
+            <span class="mf">6365430648612.0</span> <span class="o">/</span> <span class="mf">17842476412687.0</span><span class="p">,</span>
+            <span class="mf">18.0</span> <span class="o">/</span> <span class="mf">25.0</span><span class="p">,</span>
+            <span class="mf">191.0</span> <span class="o">/</span> <span class="mf">200.0</span><span class="p">,</span>
+            <span class="mf">1.0</span><span class="p">,</span>
+        <span class="p">]</span>
+    <span class="p">)</span>
+
+    <span class="n">weights</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="p">[</span>
+            <span class="p">[</span>
+                <span class="mf">0.0</span><span class="p">,</span>
+                <span class="mf">0.0</span><span class="p">,</span>
+                <span class="mf">3517720773327.0</span> <span class="o">/</span> <span class="mf">20256071687669.0</span><span class="p">,</span>
+                <span class="mf">4569610470461.0</span> <span class="o">/</span> <span class="mf">17934693873752.0</span><span class="p">,</span>
+                <span class="mf">2819471173109.0</span> <span class="o">/</span> <span class="mf">11655438449929.0</span><span class="p">,</span>
+                <span class="mf">3296210113763.0</span> <span class="o">/</span> <span class="mf">10722700128969.0</span><span class="p">,</span>
+                <span class="o">-</span><span class="mf">1142099968913.0</span> <span class="o">/</span> <span class="mf">5710983926999.0</span><span class="p">,</span>
+                <span class="n">gamma</span><span class="p">,</span>
+            <span class="p">],</span>
+            <span class="p">[</span>
+                <span class="mf">0.0</span><span class="p">,</span>
+                <span class="mf">0.0</span><span class="p">,</span>
+                <span class="mf">520639020421.0</span> <span class="o">/</span> <span class="mf">8300446712847.0</span><span class="p">,</span>
+                <span class="mf">4550235134915.0</span> <span class="o">/</span> <span class="mf">17827758688493.0</span><span class="p">,</span>
+                <span class="mf">1482366381361.0</span> <span class="o">/</span> <span class="mf">6201654941325.0</span><span class="p">,</span>
+                <span class="mf">5551607622171.0</span> <span class="o">/</span> <span class="mf">13911031047899.0</span><span class="p">,</span>
+                <span class="o">-</span><span class="mf">5266607656330.0</span> <span class="o">/</span> <span class="mf">36788968843917.0</span><span class="p">,</span>
+                <span class="mf">1074053359553.0</span> <span class="o">/</span> <span class="mf">5740751784926.0</span><span class="p">,</span>
+            <span class="p">],</span>
+        <span class="p">]</span>
+    <span class="p">)</span>
+
+    <span class="n">matrix</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2366667076620.0</span> <span class="o">/</span> <span class="mf">8822750406821.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">257962897183.0</span> <span class="o">/</span> <span class="mf">4451812247028.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="mf">128530224461.0</span> <span class="o">/</span> <span class="mf">14379561246022.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">486229321650.0</span> <span class="o">/</span> <span class="mf">11227943450093.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">225633144460.0</span> <span class="o">/</span> <span class="mf">6633558740617.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="mf">1741320951451.0</span> <span class="o">/</span> <span class="mf">6824444397158.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">621307788657.0</span> <span class="o">/</span> <span class="mf">4714163060173.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">125196015625.0</span> <span class="o">/</span> <span class="mf">3866852212004.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="mf">940440206406.0</span> <span class="o">/</span> <span class="mf">7593089888465.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span> <span class="o">=</span> <span class="mf">961109811699.0</span> <span class="o">/</span> <span class="mf">6734810228204.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2036305566805.0</span> <span class="o">/</span> <span class="mf">6583108094622.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">3039402635899.0</span> <span class="o">/</span> <span class="mf">4450598839912.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">1829510709469.0</span> <span class="o">/</span> <span class="mf">31102090912115.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">286320471013.0</span> <span class="o">/</span> <span class="mf">6931253422520.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">5</span><span class="p">]</span> <span class="o">=</span> <span class="mf">8651533662697.0</span> <span class="o">/</span> <span class="mf">9642993110008.0</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">matrix</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]):</span>
+        <span class="n">matrix</span><span class="p">[</span><span class="n">i</span><span class="p">,</span> <span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">gamma</span>
+        <span class="n">matrix</span><span class="p">[</span><span class="n">i</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">matrix</span><span class="p">[</span><span class="n">i</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span>
+        <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">weights</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span>
+
+<div class="viewcode-block" id="ARK548L2SAESDIRK2.get_update_order">
+<a class="viewcode-back" href="../../../pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.get_update_order">[docs]</a>
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">get_update_order</span><span class="p">(</span><span class="bp">cls</span><span class="p">):</span>
+        <span class="k">return</span> <span class="mi">5</span></div>
+</div>
+
+
+
+<div class="viewcode-block" id="ARK548L2SAERK2">
+<a class="viewcode-back" href="../../../pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2">[docs]</a>
+<span class="k">class</span> <span class="nc">ARK548L2SAERK2</span><span class="p">(</span><span class="n">ARK548L2SAESDIRK2</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Explicit embedded pair of Runge-Kutta methods of orders 5 and 4 from [here](https://doi.org/10.1016/j.apnum.2018.10.007).</span>
+<span class="sd">    This method is part of the IMEX method ARK548L2SA.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">matrix</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="o">/</span> <span class="mf">9.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">1183333538310.0</span> <span class="o">/</span> <span class="mf">1827251437969.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mf">895379019517.0</span> <span class="o">/</span> <span class="mf">9750411845327.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">477606656805.0</span> <span class="o">/</span> <span class="mf">13473228687314.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">112564739183.0</span> <span class="o">/</span> <span class="mf">9373365219272.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">4458043123994.0</span> <span class="o">/</span> <span class="mf">13015289567637.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">2500665203865.0</span> <span class="o">/</span> <span class="mf">9342069639922.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="mf">983347055801.0</span> <span class="o">/</span> <span class="mf">8893519644487.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2185051477207.0</span> <span class="o">/</span> <span class="mf">2551468980502.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">167316361917.0</span> <span class="o">/</span> <span class="mf">17121522574472.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">1605541814917.0</span> <span class="o">/</span> <span class="mf">7619724128744.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="mf">991021770328.0</span> <span class="o">/</span> <span class="mf">13052792161721.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2342280609577.0</span> <span class="o">/</span> <span class="mf">11279663441611.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span> <span class="o">=</span> <span class="mf">3012424348531.0</span> <span class="o">/</span> <span class="mf">12792462456678.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mf">6680998715867.0</span> <span class="o">/</span> <span class="mf">14310383562358.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">5029118570809.0</span> <span class="o">/</span> <span class="mf">3897454228471.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2415062538259.0</span> <span class="o">/</span> <span class="mf">6382199904604.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">3924368632305.0</span> <span class="o">/</span> <span class="mf">6964820224454.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">4331110370267.0</span> <span class="o">/</span> <span class="mf">15021686902756.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">6</span><span class="p">,</span> <span class="mi">5</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">3944303808049.0</span> <span class="o">/</span> <span class="mf">11994238218192.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2193717860234.0</span> <span class="o">/</span> <span class="mf">3570523412979.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mf">2193717860234.0</span> <span class="o">/</span> <span class="mf">3570523412979.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="mf">5952760925747.0</span> <span class="o">/</span> <span class="mf">18750164281544.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">4412967128996.0</span> <span class="o">/</span> <span class="mf">6196664114337.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span> <span class="o">=</span> <span class="mf">4151782504231.0</span> <span class="o">/</span> <span class="mf">36106512998704.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">5</span><span class="p">]</span> <span class="o">=</span> <span class="mf">572599549169.0</span> <span class="o">/</span> <span class="mf">6265429158920.0</span>
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">6</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">457874356192.0</span> <span class="o">/</span> <span class="mf">11306498036315.0</span>
+
+    <span class="n">matrix</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">ARK548L2SAESDIRK2</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span></div>
+
+
+
+<div class="viewcode-block" id="ARK548L2SA">
+<a class="viewcode-back" href="../../../pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA">[docs]</a>
+<span class="k">class</span> <span class="nc">ARK548L2SA</span><span class="p">(</span><span class="n">RungeKuttaIMEX</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    IMEX Runge-Kutta method of order 5 based on the explicit method ARK548L2SAERK2 and the implicit method</span>
+<span class="sd">    ARK548L2SAESDIRK2 from [here](https://doi.org/10.1016/j.apnum.2018.10.007).</span>
+
+<span class="sd">    According to Kennedy and Carpenter (see reference), the two IMEX RK methods of order 5 are the only ones available</span>
+<span class="sd">    as of now. And we are not aware of higher order ones. This one is newer then the other one and apparently better.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">ButcherTableauClass</span> <span class="o">=</span> <span class="n">ButcherTableauEmbedded</span>
+    <span class="n">ButcherTableauClass_explicit</span> <span class="o">=</span> <span class="n">ButcherTableauEmbedded</span>
+
+    <span class="n">nodes</span> <span class="o">=</span> <span class="n">ARK548L2SAERK2</span><span class="o">.</span><span class="n">nodes</span>
+    <span class="n">weights</span> <span class="o">=</span> <span class="n">ARK548L2SAERK2</span><span class="o">.</span><span class="n">weights</span>
+
+    <span class="n">matrix</span> <span class="o">=</span> <span class="n">ARK548L2SAESDIRK2</span><span class="o">.</span><span class="n">matrix</span>
+    <span class="n">matrix_explicit</span> <span class="o">=</span> <span class="n">ARK548L2SAERK2</span><span class="o">.</span><span class="n">matrix</span>
+
+<div class="viewcode-block" id="ARK548L2SA.get_update_order">
+<a class="viewcode-back" href="../../../pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order">[docs]</a>
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">get_update_order</span><span class="p">(</span><span class="bp">cls</span><span class="p">):</span>
+        <span class="k">return</span> <span class="mi">5</span></div>
+</div>
+
 </pre></div>
 
             <div class="clearer"></div>
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index 7b22408453..704abd5d41 100644
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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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+++ b/coverage/d_020efe120a771d8a_fput_py.html
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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+++ b/coverage/d_020efe120a771d8a_hamiltonian_and_energy_output_py.html
@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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+++ b/coverage/d_020efe120a771d8a_hamiltonian_output_py.html
@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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+++ b/coverage/d_020efe120a771d8a_harmonic_oscillator_py.html
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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index 923137beb1..2821ae57dd 100644
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+++ b/coverage/d_a8a430cd9834ab6a_A_spatial_problem_setup_py.html
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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diff --git a/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html b/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html
index b1cf079b5f..5f822dd44f 100644
--- a/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html
+++ b/coverage/d_a8a430cd9834ab6a_B_spatial_accuracy_check_py.html
@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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diff --git a/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html b/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html
index 4a9258423c..60783062c9 100644
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+++ b/coverage/d_a8a430cd9834ab6a_C_collocation_problem_setup_py.html
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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diff --git a/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html b/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html
index 83f5a6cf91..c051a5b92b 100644
--- a/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html
+++ b/coverage/d_a8a430cd9834ab6a_D_collocation_accuracy_check_py.html
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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diff --git a/coverage/d_b9c274c7ffe3e178_Multistep_py.html b/coverage/d_b9c274c7ffe3e178_Multistep_py.html
index 4887ba26c4..81d68e14d7 100644
--- a/coverage/d_b9c274c7ffe3e178_Multistep_py.html
+++ b/coverage/d_b9c274c7ffe3e178_Multistep_py.html
@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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@@ -309,7 +309,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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diff --git a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html
index 83c20cac8f..6dc8c26912 100644
--- a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html
+++ b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_Nystrom_py.html
@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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+            created at 2023-09-19 14:10 +0000
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diff --git a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html
index 73555efa1f..0dbb363345 100644
--- a/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html
+++ b/coverage/d_b9c274c7ffe3e178_Runge_Kutta_py.html
@@ -2,7 +2,7 @@
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 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for pySDC/implementations/sweeper_classes/Runge_Kutta.py: 94%</title>
+    <title>Coverage for pySDC/implementations/sweeper_classes/Runge_Kutta.py: 95%</title>
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     <link rel="stylesheet" href="style.css" type="text/css">
     <script type="text/javascript" src="coverage_html.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>pySDC/implementations/sweeper_classes/Runge_Kutta.py</b>:
-            <span class="pc_cov">94%</span>
+            <span class="pc_cov">95%</span>
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@@ -54,8 +54,8 @@ <h1>
             </div>
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         <h2>
-            <span class="text">295 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">276<span class="text"> run</span></button>
+            <span class="text">363 statements &nbsp;</span>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">344<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">19<span class="text"> missing</span></button>
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@@ -65,7 +65,7 @@ <h2>
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+            created at 2023-09-19 14:10 +0000
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             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -884,6 +884,140 @@ <h2>
     <p class="run"><span class="n"><a id="t802" href="#t802">802</a></span><span class="t">    <span class="op">@</span><span class="nam">classmethod</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t803" href="#t803">803</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_update_order</span><span class="op">(</span><span class="nam">cls</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t804" href="#t804">804</a></span><span class="t">        <span class="key">return</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t805" href="#t805">805</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t806" href="#t806">806</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t807" href="#t807">807</a></span><span class="t"><span class="key">class</span> <span class="nam">ARK548L2SAESDIRK2</span><span class="op">(</span><span class="nam">RungeKutta</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t808" href="#t808">808</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t809" href="#t809">809</a></span><span class="t"><span class="str">    Stiffly accurate singly diagonally L-stable implicit embedded Runge-Kutta pair of orders 5 and 4 with explicit first stage from [here](https://doi.org/10.1016/j.apnum.2018.10.007).</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"><span class="str">    This method is part of the IMEX method ARK548L2SA.</span>&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="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t812" href="#t812">812</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t813" href="#t813">813</a></span><span class="t">    <span class="nam">ButcherTableauClass</span> <span class="op">=</span> <span class="nam">ButcherTableauEmbedded</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t814" href="#t814">814</a></span><span class="t">    <span class="nam">gamma</span> <span class="op">=</span> <span class="num">2.0</span> <span class="op">/</span> <span class="num">9.0</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">nodes</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t816" href="#t816">816</a></span><span class="t">        <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t817" href="#t817">817</a></span><span class="t">            <span class="num">0.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t818" href="#t818">818</a></span><span class="t">            <span class="num">4.0</span> <span class="op">/</span> <span class="num">9.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t819" href="#t819">819</a></span><span class="t">            <span class="num">6456083330201.0</span> <span class="op">/</span> <span class="num">8509243623797.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t820" href="#t820">820</a></span><span class="t">            <span class="num">1632083962415.0</span> <span class="op">/</span> <span class="num">14158861528103.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t821" href="#t821">821</a></span><span class="t">            <span class="num">6365430648612.0</span> <span class="op">/</span> <span class="num">17842476412687.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t822" href="#t822">822</a></span><span class="t">            <span class="num">18.0</span> <span class="op">/</span> <span class="num">25.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t823" href="#t823">823</a></span><span class="t">            <span class="num">191.0</span> <span class="op">/</span> <span class="num">200.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t824" href="#t824">824</a></span><span class="t">            <span class="num">1.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t825" href="#t825">825</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t826" href="#t826">826</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t827" href="#t827">827</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t828" href="#t828">828</a></span><span class="t">    <span class="nam">weights</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">array</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t829" href="#t829">829</a></span><span class="t">        <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t830" href="#t830">830</a></span><span class="t">            <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t831" href="#t831">831</a></span><span class="t">                <span class="num">0.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t832" href="#t832">832</a></span><span class="t">                <span class="num">0.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t833" href="#t833">833</a></span><span class="t">                <span class="num">3517720773327.0</span> <span class="op">/</span> <span class="num">20256071687669.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t834" href="#t834">834</a></span><span class="t">                <span class="num">4569610470461.0</span> <span class="op">/</span> <span class="num">17934693873752.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t835" href="#t835">835</a></span><span class="t">                <span class="num">2819471173109.0</span> <span class="op">/</span> <span class="num">11655438449929.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t836" href="#t836">836</a></span><span class="t">                <span class="num">3296210113763.0</span> <span class="op">/</span> <span class="num">10722700128969.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t837" href="#t837">837</a></span><span class="t">                <span class="op">-</span><span class="num">1142099968913.0</span> <span class="op">/</span> <span class="num">5710983926999.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t838" href="#t838">838</a></span><span class="t">                <span class="nam">gamma</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t839" href="#t839">839</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t840" href="#t840">840</a></span><span class="t">            <span class="op">[</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t841" href="#t841">841</a></span><span class="t">                <span class="num">0.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t842" href="#t842">842</a></span><span class="t">                <span class="num">0.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t843" href="#t843">843</a></span><span class="t">                <span class="num">520639020421.0</span> <span class="op">/</span> <span class="num">8300446712847.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t844" href="#t844">844</a></span><span class="t">                <span class="num">4550235134915.0</span> <span class="op">/</span> <span class="num">17827758688493.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t845" href="#t845">845</a></span><span class="t">                <span class="num">1482366381361.0</span> <span class="op">/</span> <span class="num">6201654941325.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t846" href="#t846">846</a></span><span class="t">                <span class="num">5551607622171.0</span> <span class="op">/</span> <span class="num">13911031047899.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t847" href="#t847">847</a></span><span class="t">                <span class="op">-</span><span class="num">5266607656330.0</span> <span class="op">/</span> <span class="num">36788968843917.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t848" href="#t848">848</a></span><span class="t">                <span class="num">1074053359553.0</span> <span class="op">/</span> <span class="num">5740751784926.0</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t849" href="#t849">849</a></span><span class="t">            <span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t850" href="#t850">850</a></span><span class="t">        <span class="op">]</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t851" href="#t851">851</a></span><span class="t">    <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t852" href="#t852">852</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t853" href="#t853">853</a></span><span class="t">    <span class="nam">matrix</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros</span><span class="op">(</span><span class="op">(</span><span class="num">8</span><span class="op">,</span> <span class="num">8</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t854" href="#t854">854</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">2366667076620.0</span> <span class="op">/</span> <span class="num">8822750406821.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t855" href="#t855">855</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">3</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">257962897183.0</span> <span class="op">/</span> <span class="num">4451812247028.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t856" href="#t856">856</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">3</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="num">128530224461.0</span> <span class="op">/</span> <span class="num">14379561246022.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t857" href="#t857">857</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">486229321650.0</span> <span class="op">/</span> <span class="num">11227943450093.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t858" href="#t858">858</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">225633144460.0</span> <span class="op">/</span> <span class="num">6633558740617.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t859" href="#t859">859</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="num">1741320951451.0</span> <span class="op">/</span> <span class="num">6824444397158.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t860" href="#t860">860</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">621307788657.0</span> <span class="op">/</span> <span class="num">4714163060173.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t861" href="#t861">861</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">125196015625.0</span> <span class="op">/</span> <span class="num">3866852212004.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t862" href="#t862">862</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="num">940440206406.0</span> <span class="op">/</span> <span class="num">7593089888465.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t863" href="#t863">863</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="num">961109811699.0</span> <span class="op">/</span> <span class="num">6734810228204.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t864" href="#t864">864</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">2036305566805.0</span> <span class="op">/</span> <span class="num">6583108094622.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t865" href="#t865">865</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">3039402635899.0</span> <span class="op">/</span> <span class="num">4450598839912.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t866" href="#t866">866</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">1829510709469.0</span> <span class="op">/</span> <span class="num">31102090912115.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t867" href="#t867">867</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">286320471013.0</span> <span class="op">/</span> <span class="num">6931253422520.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t868" href="#t868">868</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">5</span><span class="op">]</span> <span class="op">=</span> <span class="num">8651533662697.0</span> <span class="op">/</span> <span class="num">9642993110008.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t869" href="#t869">869</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t870" href="#t870">870</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">matrix</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="t871" href="#t871">871</a></span><span class="t">        <span class="nam">matrix</span><span class="op">[</span><span class="nam">i</span><span class="op">,</span> <span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">gamma</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t872" href="#t872">872</a></span><span class="t">        <span class="nam">matrix</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">matrix</span><span class="op">[</span><span class="nam">i</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="t873" href="#t873">873</a></span><span class="t">        <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="nam">i</span><span class="op">]</span> <span class="op">=</span> <span class="nam">weights</span><span class="op">[</span><span class="num">0</span><span class="op">]</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="t874" href="#t874">874</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t875" href="#t875">875</a></span><span class="t">    <span class="op">@</span><span class="nam">classmethod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t876" href="#t876">876</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_update_order</span><span class="op">(</span><span class="nam">cls</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t877" href="#t877">877</a></span><span class="t">        <span class="key">return</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t878" href="#t878">878</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t879" href="#t879">879</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t880" href="#t880">880</a></span><span class="t"><span class="key">class</span> <span class="nam">ARK548L2SAERK2</span><span class="op">(</span><span class="nam">ARK548L2SAESDIRK2</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t881" href="#t881">881</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t882" href="#t882">882</a></span><span class="t"><span class="str">    Explicit embedded pair of Runge-Kutta methods of orders 5 and 4 from [here](https://doi.org/10.1016/j.apnum.2018.10.007).</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t883" href="#t883">883</a></span><span class="t"><span class="str">    This method is part of the IMEX method ARK548L2SA.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t884" href="#t884">884</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t885" href="#t885">885</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t886" href="#t886">886</a></span><span class="t">    <span class="nam">matrix</span> <span class="op">=</span> <span class="nam">np</span><span class="op">.</span><span class="nam">zeros</span><span class="op">(</span><span class="op">(</span><span class="num">8</span><span class="op">,</span> <span class="num">8</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t887" href="#t887">887</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="num">1.0</span> <span class="op">/</span> <span class="num">9.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t888" href="#t888">888</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">2</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">1183333538310.0</span> <span class="op">/</span> <span class="num">1827251437969.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t889" href="#t889">889</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">3</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="num">895379019517.0</span> <span class="op">/</span> <span class="num">9750411845327.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t890" href="#t890">890</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">3</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">477606656805.0</span> <span class="op">/</span> <span class="num">13473228687314.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t891" href="#t891">891</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">3</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">112564739183.0</span> <span class="op">/</span> <span class="num">9373365219272.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t892" href="#t892">892</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">4458043123994.0</span> <span class="op">/</span> <span class="num">13015289567637.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t893" href="#t893">893</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">2500665203865.0</span> <span class="op">/</span> <span class="num">9342069639922.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t894" href="#t894">894</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="num">983347055801.0</span> <span class="op">/</span> <span class="num">8893519644487.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t895" href="#t895">895</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">4</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="num">2185051477207.0</span> <span class="op">/</span> <span class="num">2551468980502.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t896" href="#t896">896</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">167316361917.0</span> <span class="op">/</span> <span class="num">17121522574472.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t897" href="#t897">897</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">1605541814917.0</span> <span class="op">/</span> <span class="num">7619724128744.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t898" href="#t898">898</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="num">991021770328.0</span> <span class="op">/</span> <span class="num">13052792161721.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t899" href="#t899">899</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="num">2342280609577.0</span> <span class="op">/</span> <span class="num">11279663441611.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t900" href="#t900">900</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">5</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="num">3012424348531.0</span> <span class="op">/</span> <span class="num">12792462456678.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t901" href="#t901">901</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="num">6680998715867.0</span> <span class="op">/</span> <span class="num">14310383562358.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t902" href="#t902">902</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">5029118570809.0</span> <span class="op">/</span> <span class="num">3897454228471.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t903" href="#t903">903</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="num">2415062538259.0</span> <span class="op">/</span> <span class="num">6382199904604.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t904" href="#t904">904</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">3924368632305.0</span> <span class="op">/</span> <span class="num">6964820224454.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t905" href="#t905">905</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">4331110370267.0</span> <span class="op">/</span> <span class="num">15021686902756.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t906" href="#t906">906</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">6</span><span class="op">,</span> <span class="num">5</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">3944303808049.0</span> <span class="op">/</span> <span class="num">11994238218192.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t907" href="#t907">907</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="num">2193717860234.0</span> <span class="op">/</span> <span class="num">3570523412979.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t908" href="#t908">908</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">1</span><span class="op">]</span> <span class="op">=</span> <span class="num">2193717860234.0</span> <span class="op">/</span> <span class="num">3570523412979.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t909" href="#t909">909</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">2</span><span class="op">]</span> <span class="op">=</span> <span class="num">5952760925747.0</span> <span class="op">/</span> <span class="num">18750164281544.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t910" href="#t910">910</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">3</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">4412967128996.0</span> <span class="op">/</span> <span class="num">6196664114337.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t911" href="#t911">911</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">4</span><span class="op">]</span> <span class="op">=</span> <span class="num">4151782504231.0</span> <span class="op">/</span> <span class="num">36106512998704.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t912" href="#t912">912</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">5</span><span class="op">]</span> <span class="op">=</span> <span class="num">572599549169.0</span> <span class="op">/</span> <span class="num">6265429158920.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t913" href="#t913">913</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">7</span><span class="op">,</span> <span class="num">6</span><span class="op">]</span> <span class="op">=</span> <span class="op">-</span><span class="num">457874356192.0</span> <span class="op">/</span> <span class="num">11306498036315.0</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t914" href="#t914">914</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t915" href="#t915">915</a></span><span class="t">    <span class="nam">matrix</span><span class="op">[</span><span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">]</span> <span class="op">=</span> <span class="nam">ARK548L2SAESDIRK2</span><span class="op">.</span><span class="nam">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="t916" href="#t916">916</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t917" href="#t917">917</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t918" href="#t918">918</a></span><span class="t"><span class="key">class</span> <span class="nam">ARK548L2SA</span><span class="op">(</span><span class="nam">RungeKuttaIMEX</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t919" href="#t919">919</a></span><span class="t">    <span class="str">"""</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t920" href="#t920">920</a></span><span class="t"><span class="str">    IMEX Runge-Kutta method of order 5 based on the explicit method ARK548L2SAERK2 and the implicit method</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t921" href="#t921">921</a></span><span class="t"><span class="str">    ARK548L2SAESDIRK2 from [here](https://doi.org/10.1016/j.apnum.2018.10.007).</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t922" href="#t922">922</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t923" href="#t923">923</a></span><span class="t"><span class="str">    According to Kennedy and Carpenter (see reference), the two IMEX RK methods of order 5 are the only ones available</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t924" href="#t924">924</a></span><span class="t"><span class="str">    as of now. And we are not aware of higher order ones. This one is newer then the other one and apparently better.</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t925" href="#t925">925</a></span><span class="t"><span class="str">    """</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t926" href="#t926">926</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t927" href="#t927">927</a></span><span class="t">    <span class="nam">ButcherTableauClass</span> <span class="op">=</span> <span class="nam">ButcherTableauEmbedded</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t928" href="#t928">928</a></span><span class="t">    <span class="nam">ButcherTableauClass_explicit</span> <span class="op">=</span> <span class="nam">ButcherTableauEmbedded</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t929" href="#t929">929</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t930" href="#t930">930</a></span><span class="t">    <span class="nam">nodes</span> <span class="op">=</span> <span class="nam">ARK548L2SAERK2</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="t931" href="#t931">931</a></span><span class="t">    <span class="nam">weights</span> <span class="op">=</span> <span class="nam">ARK548L2SAERK2</span><span class="op">.</span><span class="nam">weights</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t932" href="#t932">932</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t933" href="#t933">933</a></span><span class="t">    <span class="nam">matrix</span> <span class="op">=</span> <span class="nam">ARK548L2SAESDIRK2</span><span class="op">.</span><span class="nam">matrix</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t934" href="#t934">934</a></span><span class="t">    <span class="nam">matrix_explicit</span> <span class="op">=</span> <span class="nam">ARK548L2SAERK2</span><span class="op">.</span><span class="nam">matrix</span>&nbsp;</span><span class="r"></span></p>
+    <p class="pln"><span class="n"><a id="t935" href="#t935">935</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t936" href="#t936">936</a></span><span class="t">    <span class="op">@</span><span class="nam">classmethod</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t937" href="#t937">937</a></span><span class="t">    <span class="key">def</span> <span class="nam">get_update_order</span><span class="op">(</span><span class="nam">cls</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t938" href="#t938">938</a></span><span class="t">        <span class="key">return</span> <span class="num">5</span>&nbsp;</span><span class="r"></span></p>
 </main>
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+            created at 2023-09-19 14:10 +0000
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diff --git a/genindex.html b/genindex.html
index 084a3dbae2..0098506a9d 100644
--- a/genindex.html
+++ b/genindex.html
@@ -157,12 +157,12 @@ <h2 id="A">A</h2>
 </li>
       <li><a href="pySDC/core.Hooks.html#core.Hooks.hooks.add_to_stats">add_to_stats() (hooks method)</a>
 </li>
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 </li>
       <li><a href="pySDC/implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.html#implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT.advectiondiffusion1d_imex">advectiondiffusion1d_imex (class in implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT)</a>
 </li>
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 </li>
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@@ -226,10 +226,16 @@ <h2 id="A">A</h2>
 </li>
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+</li>
+      <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA">ARK548L2SA (class in implementations.sweeper_classes.Runge_Kutta)</a>
 </li>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK">ARK548L2SAERK (class in implementations.sweeper_classes.Runge_Kutta)</a>
+</li>
+      <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2">ARK548L2SAERK2 (class in implementations.sweeper_classes.Runge_Kutta)</a>
 </li>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK">ARK548L2SAESDIRK (class in implementations.sweeper_classes.Runge_Kutta)</a>
+</li>
+      <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2">ARK548L2SAESDIRK2 (class in implementations.sweeper_classes.Runge_Kutta)</a>
 </li>
       <li><a href="pySDC/implementations.problem_classes.Auzinger_implicit.html#implementations.problem_classes.Auzinger_implicit.auzinger">auzinger (class in implementations.problem_classes.Auzinger_implicit)</a>
 </li>
@@ -318,7 +324,11 @@ <h2 id="B">B</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass">ButcherTableauClass (ARK54 attribute)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass">(ARK548L2SA attribute)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.ButcherTableauClass">(ARK548L2SAERK attribute)</a>
+</li>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.ButcherTableauClass">(ARK548L2SAESDIRK2 attribute)</a>
 </li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.Cash_Karp.ButcherTableauClass">(Cash_Karp attribute)</a>
 </li>
@@ -334,6 +344,8 @@ <h2 id="B">B</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.ButcherTableauClass_explicit">ButcherTableauClass_explicit (ARK54 attribute)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit">(ARK548L2SA attribute)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.ButcherTableauClass_explicit">(RungeKuttaIMEX attribute)</a>
 </li>
       </ul></li>
@@ -1301,6 +1313,8 @@ <h2 id="G">G</h2>
 </li>
       </ul></li>
       <li><a href="pySDC/implementations.problem_classes.OuterSolarSystem.html#implementations.problem_classes.OuterSolarSystem.outer_solar_system.G">G (outer_solar_system attribute)</a>
+</li>
+      <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.gamma">gamma (ARK548L2SAESDIRK2 attribute)</a>
 </li>
       <li><a href="pySDC/implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.html#implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.generalized_fisher">generalized_fisher (class in implementations.problem_classes.GeneralizedFisher_1D_FD_implicit)</a>
 </li>
@@ -1416,10 +1430,10 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="pySDC/core.Sweeper.html#core.Sweeper.sweeper.get_Qdelta_implicit">get_Qdelta_implicit() (sweeper method)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="pySDC/implementations.sweeper_classes.imex_1st_order.html#implementations.sweeper_classes.imex_1st_order.imex_1st_order.get_scalar_problems_manysweep_mat">get_scalar_problems_manysweep_mat() (imex_1st_order method)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="pySDC/implementations.sweeper_classes.boris_2nd_order.html#implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_manysweep_mats">get_scalar_problems_manysweep_mats() (boris_2nd_order method)</a>
 </li>
       <li><a href="pySDC/implementations.sweeper_classes.boris_2nd_order.html#implementations.sweeper_classes.boris_2nd_order.boris_2nd_order.get_scalar_problems_picardsweep_mats">get_scalar_problems_picardsweep_mats() (boris_2nd_order method)</a>
@@ -1461,7 +1475,11 @@ <h2 id="G">G</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.get_update_order">get_update_order() (ARK54 class method)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order">(ARK548L2SA class method)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.get_update_order">(ARK548L2SAERK class method)</a>
+</li>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.get_update_order">(ARK548L2SAESDIRK2 class method)</a>
 </li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.Cash_Karp.get_update_order">(Cash_Karp class method)</a>
 </li>
@@ -1631,6 +1649,8 @@ <h2 id="H">H</h2>
 <h2 id="I">I</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.i">i (ARK548L2SAESDIRK2 attribute)</a>
+</li>
       <li><a href="pySDC/implementations.problem_classes.AcousticAdvection_1D_FD_imex.html#implementations.problem_classes.AcousticAdvection_1D_FD_imex.acoustic_1d_imex.Id">Id (acoustic_1d_imex attribute)</a>
 
       <ul>
@@ -2053,6 +2073,8 @@ <h2 id="I">I</h2>
         <li><a href="pySDC/implementations.problem_classes.GeneralizedFisher_1D_FD_implicit.html#module-implementations.problem_classes.GeneralizedFisher_1D_FD_implicit">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     implementations.problem_classes.GeneralizedFisher_1D_PETSc
 
@@ -2060,8 +2082,6 @@ <h2 id="I">I</h2>
         <li><a href="pySDC/implementations.problem_classes.GeneralizedFisher_1D_PETSc.html#module-implementations.problem_classes.GeneralizedFisher_1D_PETSc">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     implementations.problem_classes.generic_ND_FD
 
@@ -2581,9 +2601,15 @@ <h2 id="M">M</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.matrix">matrix (ARK54 attribute)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix">(ARK548L2SA attribute)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.matrix">(ARK548L2SAERK attribute)</a>
+</li>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2.matrix">(ARK548L2SAERK2 attribute)</a>
 </li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK.matrix">(ARK548L2SAESDIRK attribute)</a>
+</li>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.matrix">(ARK548L2SAESDIRK2 attribute)</a>
 </li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.BackwardEuler.matrix">(BackwardEuler attribute)</a>
 </li>
@@ -2611,6 +2637,8 @@ <h2 id="M">M</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.matrix_explicit">matrix_explicit (ARK54 attribute)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix_explicit">(ARK548L2SA attribute)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.matrix_explicit">(RungeKuttaIMEX attribute)</a>
 </li>
       </ul></li>
@@ -2940,7 +2968,11 @@ <h2 id="N">N</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.nodes">nodes (ARK54 attribute)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.nodes">(ARK548L2SA attribute)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.nodes">(ARK548L2SAERK attribute)</a>
+</li>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.nodes">(ARK548L2SAESDIRK2 attribute)</a>
 </li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.BackwardEuler.nodes">(BackwardEuler attribute)</a>
 </li>
@@ -3998,7 +4030,11 @@ <h2 id="W">W</h2>
       <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK54.weights">weights (ARK54 attribute)</a>
 
       <ul>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.weights">(ARK548L2SA attribute)</a>
+</li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.weights">(ARK548L2SAERK attribute)</a>
+</li>
+        <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.weights">(ARK548L2SAESDIRK2 attribute)</a>
 </li>
         <li><a href="pySDC/implementations.sweeper_classes.Runge_Kutta.html#implementations.sweeper_classes.Runge_Kutta.BackwardEuler.weights">(BackwardEuler attribute)</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 f6af684c52..fcf059925a 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">58.6240</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">94.7993</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 ecb2f34f18..aec9bd0032 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">58.6240</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">94.7993</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/pySDC/implementations.sweeper_classes.Runge_Kutta.html b/pySDC/implementations.sweeper_classes.Runge_Kutta.html
index b20864a1eb..f6657bdd09 100644
--- a/pySDC/implementations.sweeper_classes.Runge_Kutta.html
+++ b/pySDC/implementations.sweeper_classes.Runge_Kutta.html
@@ -93,6 +93,54 @@ <h3>Navigation</h3>
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ARK548L2SA</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SA"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX" title="implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX"><code class="xref py py-class docutils literal notranslate"><span class="pre">RungeKuttaIMEX</span></code></a></p>
+<p>IMEX Runge-Kutta method of order 5 based on the explicit method ARK548L2SAERK2 and the implicit method
+ARK548L2SAESDIRK2 from [here](<a class="reference external" href="https://doi.org/10.1016/j.apnum.2018.10.007">https://doi.org/10.1016/j.apnum.2018.10.007</a>).</p>
+<p>According to Kennedy and Carpenter (see reference), the two IMEX RK methods of order 5 are the only ones available
+as of now. And we are not aware of higher order ones. This one is newer then the other one and apparently better.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass">
+<span class="sig-name descname"><span class="pre">ButcherTableauClass</span></span><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded" title="implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded"><code class="xref py py-class docutils literal notranslate"><span class="pre">ButcherTableauEmbedded</span></code></a></p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit">
+<span class="sig-name descname"><span class="pre">ButcherTableauClass_explicit</span></span><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded" title="implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded"><code class="xref py py-class docutils literal notranslate"><span class="pre">ButcherTableauEmbedded</span></code></a></p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_update_order</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SA.get_update_order"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order" title="Link to this definition">¶</a></dt>
+<dd><p>Get the order of the lower order method for doing adaptivity. Only applies to embedded methods.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix">
+<span class="sig-name descname"><span class="pre">matrix</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.22222222,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.26824595,</span>&#160; <span class="pre">0.26824595,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.05794559,</span> <span class="pre">-0.05794559,</span>&#160; <span class="pre">0.0089384</span> <span class="pre">,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.04330529,</span> <span class="pre">-0.04330529,</span> <span class="pre">-0.03401389,</span>&#160; <span class="pre">0.25515937,</span>&#160; <span class="pre">0.22222222,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.13179599,</span>&#160; <span class="pre">0.13179599,</span> <span class="pre">-0.03237673,</span>&#160; <span class="pre">0.12385474,</span>&#160; <span class="pre">0.14270778,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.30932282,</span>&#160; <span class="pre">0.30932282,</span> <span class="pre">-0.68291993,</span> <span class="pre">-0.05882276,</span> <span class="pre">-0.04130861,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.89718343,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.17366254,</span>&#160; <span class="pre">0.25479166,</span>&#160; <span class="pre">0.24190177,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.30740486,</span> <span class="pre">-0.19998305,</span>&#160; <span class="pre">0.22222222]])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix_explicit">
+<span class="sig-name descname"><span class="pre">matrix_explicit</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.44444444,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.11111111,</span>&#160; <span class="pre">0.64760301,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.09182987,</span>&#160; <span class="pre">0.03544857,</span> <span class="pre">-0.012009</span>&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.34252355,</span> <span class="pre">-0.26767786,</span>&#160; <span class="pre">0.11056894,</span>&#160; <span class="pre">0.85638959,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.00977228,</span>&#160; <span class="pre">0.21070865,</span>&#160; <span class="pre">0.07592412,</span>&#160; <span class="pre">0.20765519,</span>&#160; <span class="pre">0.23548432,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.46686371,</span>&#160; <span class="pre">1.29035988,</span>&#160; <span class="pre">0.37840597,</span> <span class="pre">-0.56345584,</span> <span class="pre">-0.28832383,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">-0.32884988,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.61439672,</span>&#160; <span class="pre">0.61439672,</span>&#160; <span class="pre">0.3174778</span> <span class="pre">,</span> <span class="pre">-0.71215206,</span>&#160; <span class="pre">0.11498708,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.09139032,</span> <span class="pre">-0.04049657,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">]])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix_explicit" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.nodes">
+<span class="sig-name descname"><span class="pre">nodes</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span> <span class="pre">0.44444444,</span> <span class="pre">0.75871412,</span> <span class="pre">0.11526943,</span> <span class="pre">0.35675713,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.72</span>&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span> <span class="pre">0.955</span>&#160;&#160;&#160;&#160; <span class="pre">,</span> <span class="pre">1.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.nodes" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.weights">
+<span class="sig-name descname"><span class="pre">weights</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.17366254,</span>&#160; <span class="pre">0.25479166,</span>&#160; <span class="pre">0.24190177,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.30740486,</span> <span class="pre">-0.19998305,</span>&#160; <span class="pre">0.22222222],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.06272422,</span>&#160; <span class="pre">0.25523316,</span>&#160; <span class="pre">0.23902755,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.39907952,</span> <span class="pre">-0.14315725,</span>&#160; <span class="pre">0.18709281]])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.weights" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
 <dl class="py class">
 <dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ARK548L2SAERK</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SAERK"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK" title="Link to this definition">¶</a></dt>
@@ -127,6 +175,19 @@ <h3>Navigation</h3>
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ARK548L2SAERK2</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SAERK2"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2" title="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2"><code class="xref py py-class docutils literal notranslate"><span class="pre">ARK548L2SAESDIRK2</span></code></a></p>
+<p>Explicit embedded pair of Runge-Kutta methods of orders 5 and 4 from [here](<a class="reference external" href="https://doi.org/10.1016/j.apnum.2018.10.007">https://doi.org/10.1016/j.apnum.2018.10.007</a>).
+This method is part of the IMEX method ARK548L2SA.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2.matrix">
+<span class="sig-name descname"><span class="pre">matrix</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.44444444,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.11111111,</span>&#160; <span class="pre">0.64760301,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.09182987,</span>&#160; <span class="pre">0.03544857,</span> <span class="pre">-0.012009</span>&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.34252355,</span> <span class="pre">-0.26767786,</span>&#160; <span class="pre">0.11056894,</span>&#160; <span class="pre">0.85638959,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.00977228,</span>&#160; <span class="pre">0.21070865,</span>&#160; <span class="pre">0.07592412,</span>&#160; <span class="pre">0.20765519,</span>&#160; <span class="pre">0.23548432,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.46686371,</span>&#160; <span class="pre">1.29035988,</span>&#160; <span class="pre">0.37840597,</span> <span class="pre">-0.56345584,</span> <span class="pre">-0.28832383,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">-0.32884988,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.61439672,</span>&#160; <span class="pre">0.61439672,</span>&#160; <span class="pre">0.3174778</span> <span class="pre">,</span> <span class="pre">-0.71215206,</span>&#160; <span class="pre">0.11498708,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.09139032,</span> <span class="pre">-0.04049657,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">]])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK2.matrix" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
 <dl class="py class">
 <dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ARK548L2SAESDIRK</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SAESDIRK"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK" title="Link to this definition">¶</a></dt>
@@ -139,6 +200,51 @@ <h3>Navigation</h3>
 
 </dd></dl>
 
+<dl class="py class">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ARK548L2SAESDIRK2</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SAESDIRK2"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.RungeKutta" title="implementations.sweeper_classes.Runge_Kutta.RungeKutta"><code class="xref py py-class docutils literal notranslate"><span class="pre">RungeKutta</span></code></a></p>
+<p>Stiffly accurate singly diagonally L-stable implicit embedded Runge-Kutta pair of orders 5 and 4 with explicit first stage from [here](<a class="reference external" href="https://doi.org/10.1016/j.apnum.2018.10.007">https://doi.org/10.1016/j.apnum.2018.10.007</a>).
+This method is part of the IMEX method ARK548L2SA.</p>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.ButcherTableauClass">
+<span class="sig-name descname"><span class="pre">ButcherTableauClass</span></span><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.ButcherTableauClass" title="Link to this definition">¶</a></dt>
+<dd><p>alias of <a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded" title="implementations.sweeper_classes.Runge_Kutta.ButcherTableauEmbedded"><code class="xref py py-class docutils literal notranslate"><span class="pre">ButcherTableauEmbedded</span></code></a></p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.gamma">
+<span class="sig-name descname"><span class="pre">gamma</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">0.2222222222222222</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.gamma" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.get_update_order">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_update_order</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#ARK548L2SAESDIRK2.get_update_order"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.get_update_order" title="Link to this definition">¶</a></dt>
+<dd><p>Get the order of the lower order method for doing adaptivity. Only applies to embedded methods.</p>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.i">
+<span class="sig-name descname"><span class="pre">i</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">7</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.i" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.matrix">
+<span class="sig-name descname"><span class="pre">matrix</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.22222222,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.26824595,</span>&#160; <span class="pre">0.26824595,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.05794559,</span> <span class="pre">-0.05794559,</span>&#160; <span class="pre">0.0089384</span> <span class="pre">,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[-0.04330529,</span> <span class="pre">-0.04330529,</span> <span class="pre">-0.03401389,</span>&#160; <span class="pre">0.25515937,</span>&#160; <span class="pre">0.22222222,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.13179599,</span>&#160; <span class="pre">0.13179599,</span> <span class="pre">-0.03237673,</span>&#160; <span class="pre">0.12385474,</span>&#160; <span class="pre">0.14270778,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.30932282,</span>&#160; <span class="pre">0.30932282,</span> <span class="pre">-0.68291993,</span> <span class="pre">-0.05882276,</span> <span class="pre">-0.04130861,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.89718343,</span>&#160; <span class="pre">0.22222222,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.17366254,</span>&#160; <span class="pre">0.25479166,</span>&#160; <span class="pre">0.24190177,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.30740486,</span> <span class="pre">-0.19998305,</span>&#160; <span class="pre">0.22222222]])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.matrix" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.nodes">
+<span class="sig-name descname"><span class="pre">nodes</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span> <span class="pre">0.44444444,</span> <span class="pre">0.75871412,</span> <span class="pre">0.11526943,</span> <span class="pre">0.35675713,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.72</span>&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span> <span class="pre">0.955</span>&#160;&#160;&#160;&#160; <span class="pre">,</span> <span class="pre">1.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.nodes" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.weights">
+<span class="sig-name descname"><span class="pre">weights</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">array([[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.17366254,</span>&#160; <span class="pre">0.25479166,</span>&#160; <span class="pre">0.24190177,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.30740486,</span> <span class="pre">-0.19998305,</span>&#160; <span class="pre">0.22222222],</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">[</span> <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">,</span>&#160; <span class="pre">0.06272422,</span>&#160; <span class="pre">0.25523316,</span>&#160; <span class="pre">0.23902755,</span>&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; <span class="pre">0.39907952,</span> <span class="pre">-0.14315725,</span>&#160; <span class="pre">0.18709281]])</span></em><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK2.weights" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
 <dl class="py class">
 <dt class="sig sig-object py" id="implementations.sweeper_classes.Runge_Kutta.BackwardEuler">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">BackwardEuler</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/implementations/sweeper_classes/Runge_Kutta.html#BackwardEuler"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#implementations.sweeper_classes.Runge_Kutta.BackwardEuler" title="Link to this definition">¶</a></dt>
@@ -632,6 +738,16 @@ <h3><a href="../index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK54.weights"><code class="docutils literal notranslate"><span class="pre">weights</span></code></a></li>
 </ul>
 </li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA"><code class="docutils literal notranslate"><span class="pre">ARK548L2SA</span></code></a><ul>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass"><code class="docutils literal notranslate"><span class="pre">ButcherTableauClass</span></code></a></li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.ButcherTableauClass_explicit"><code class="docutils literal notranslate"><span class="pre">ButcherTableauClass_explicit</span></code></a></li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.get_update_order"><code class="docutils literal notranslate"><span class="pre">get_update_order()</span></code></a></li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix"><code class="docutils literal notranslate"><span class="pre">matrix</span></code></a></li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.matrix_explicit"><code class="docutils literal notranslate"><span class="pre">matrix_explicit</span></code></a></li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.nodes"><code class="docutils literal notranslate"><span class="pre">nodes</span></code></a></li>
+<li><a class="reference internal" href="#implementations.sweeper_classes.Runge_Kutta.ARK548L2SA.weights"><code class="docutils literal notranslate"><span class="pre">weights</span></code></a></li>
+</ul>
+</li>
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"pySDC/implementations.problem_classes.boussinesq_helpers.buildBoussinesq2DMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.buildFDMatrix.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.helper_classes.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.standard_integrators.rst", "pySDC/implementations.problem_classes.boussinesq_helpers.unflatten.rst", "pySDC/implementations.problem_classes.generic_ND_FD.rst", "pySDC/implementations.problem_classes.nonlinear_ODE_1.rst", "pySDC/implementations.problem_classes.polynomial_test_problem.rst", "pySDC/implementations.sweeper_classes.rst", "pySDC/implementations.sweeper_classes.Multistep.rst", "pySDC/implementations.sweeper_classes.Runge_Kutta.rst", "pySDC/implementations.sweeper_classes.Runge_Kutta_Nystrom.rst", "pySDC/implementations.sweeper_classes.boris_2nd_order.rst", "pySDC/implementations.sweeper_classes.explicit.rst", "pySDC/implementations.sweeper_classes.generic_implicit.rst", "pySDC/implementations.sweeper_classes.generic_implicit_MPI.rst", "pySDC/implementations.sweeper_classes.imex_1st_order.rst", "pySDC/implementations.sweeper_classes.imex_1st_order_mass.rst", "pySDC/implementations.sweeper_classes.multi_implicit.rst", "pySDC/implementations.sweeper_classes.verlet.rst", "pySDC/implementations.transfer_classes.rst", "pySDC/implementations.transfer_classes.BaseTransfer_mass.rst", "pySDC/implementations.transfer_classes.TransferFenicsMesh.rst", "pySDC/implementations.transfer_classes.TransferMesh.rst", "pySDC/implementations.transfer_classes.TransferMesh_FFT.rst", "pySDC/implementations.transfer_classes.TransferMesh_FFT2D.rst", "pySDC/implementations.transfer_classes.TransferMesh_MPIFFT.rst", "pySDC/implementations.transfer_classes.TransferMesh_NoCoarse.rst", "pySDC/implementations.transfer_classes.TransferPETScDMDA.rst", "pySDC/implementations.transfer_classes.TransferParticles_NoCoarse.rst", "tutorial/doc_step_1_A.rst", "tutorial/doc_step_1_B.rst", "tutorial/doc_step_1_C.rst", "tutorial/doc_step_1_D.rst", "tutorial/doc_step_2_A.rst", "tutorial/doc_step_2_B.rst", "tutorial/doc_step_2_C.rst", "tutorial/doc_step_3_A.rst", "tutorial/doc_step_3_B.rst", "tutorial/doc_step_3_C.rst", "tutorial/doc_step_4_A.rst", "tutorial/doc_step_4_B.rst", "tutorial/doc_step_4_C.rst", "tutorial/doc_step_4_D.rst", "tutorial/doc_step_5_A.rst", "tutorial/doc_step_5_B.rst", "tutorial/doc_step_5_C.rst", "tutorial/doc_step_6_A.rst", "tutorial/doc_step_6_B.rst", "tutorial/doc_step_6_C.rst", "tutorial/doc_step_7_A.rst", "tutorial/doc_step_7_B.rst", "tutorial/doc_step_7_C.rst", "tutorial/doc_step_8_A.rst", "tutorial/doc_step_8_B.rst", "tutorial/doc_step_8_C.rst", "tutorial/step_1.rst", "tutorial/step_2.rst", "tutorial/step_3.rst", "tutorial/step_4.rst", "tutorial/step_5.rst", "tutorial/step_6.rst", "tutorial/step_7.rst", "tutorial/step_8.rst"], "titles": ["Changelog", "Contributor Covenant Code of Conduct", "How to contribute to pySDC", "Welcome to pySDC!", "Recommendations for pull requests", "Continuous Integration in pySDC", "Naming conventions in pySDC", "Custom implementation guidelines", "Documenting Code", "Welcome to pySDC!", "Allen-Cahn problems from Bayreuth", "Solving differential algebraic equations with SDC", "Second-order Problems", "Parallel-in-time simulation for multi-modal energy systems", "RDC: Rational Deferred Corrections", "Resilience in SDC", "What is the fastest SDC variant?", "Asymptotic convergence of PFASST", "Compression in pySDC", "&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;", "Fast-Wave-Slow-Wave SDC", "Matrix-based versions of PFASST", "Attempts to parallelize SDC", "Performance analysis of pySDC", "core package", "core.BaseTransfer module", "core.Collocation module", "core.Common module", "core.Controller module", "core.ConvergenceController module", "core.Errors module", "core.Hooks module", "core.Lagrange module", "core.Level module", "core.Nodes module", "core.Problem module", "core.SpaceTransfer module", "core.Step module", "core.Sweeper module", "helpers package", "helpers.plot_helper module", "helpers.problem_helper module", "helpers.pysdc_helper module", "helpers.stats_helper module", "helpers.transfer_helper module", "helpers.visualization_tools module", "implementations package", "implementations.controller_classes package", "implementations.controller_classes.controller_MPI module", "implementations.controller_classes.controller_nonMPI module", "implementations.convergence_controller_classes package", "implementations.convergence_controller_classes.adaptive_collocation module", "implementations.convergence_controller_classes.adaptivity module", "implementations.convergence_controller_classes.basic_restarting module", "implementations.convergence_controller_classes.check_convergence module", "implementations.convergence_controller_classes.check_iteration_estimator module", "implementations.convergence_controller_classes.estimate_contraction_factor module", "implementations.convergence_controller_classes.estimate_embedded_error module", "implementations.convergence_controller_classes.estimate_extrapolation_error module", "implementations.convergence_controller_classes.estimate_interpolation_error module", "implementations.convergence_controller_classes.hotrod module", "implementations.convergence_controller_classes.inexactness module", "implementations.convergence_controller_classes.interpolate_between_restarts module", "implementations.convergence_controller_classes.spread_step_sizes module", "implementations.convergence_controller_classes.step_size_limiter module", "implementations.convergence_controller_classes.store_uold module", "implementations.datatype_classes package", "implementations.datatype_classes.cupy_mesh module", "implementations.datatype_classes.fenics_mesh module", "implementations.datatype_classes.mesh module", "implementations.datatype_classes.particles module", "implementations.datatype_classes.petsc_vec module", "implementations.problem_classes package", "implementations.problem_classes.AcousticAdvection_1D_FD_imex module", "implementations.problem_classes.AdvectionDiffusionEquation_1D_FFT module", "implementations.problem_classes.AdvectionEquation_ND_FD module", "implementations.problem_classes.AllenCahn_1D_FD module", "implementations.problem_classes.AllenCahn_2D_FD module", "implementations.problem_classes.AllenCahn_2D_FD_gpu module", "implementations.problem_classes.AllenCahn_2D_FFT module", "implementations.problem_classes.AllenCahn_2D_FFT_gpu module", "implementations.problem_classes.AllenCahn_MPIFFT module", "implementations.problem_classes.AllenCahn_Temp_MPIFFT module", "implementations.problem_classes.Auzinger_implicit module", "implementations.problem_classes.Battery module", "implementations.problem_classes.Boussinesq_2D_FD_imex module", "implementations.problem_classes.BuckConverter module", "implementations.problem_classes.DiscontinuousTestODE module", "implementations.problem_classes.FastWaveSlowWave_0D module", "implementations.problem_classes.FermiPastaUlamTsingou module", "implementations.problem_classes.FullSolarSystem module", "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module", "implementations.problem_classes.GeneralizedFisher_1D_PETSc module", "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module", "implementations.problem_classes.GrayScott_2D_PETSc_periodic module", "implementations.problem_classes.GrayScott_MPIFFT module", "implementations.problem_classes.HarmonicOscillator module", "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module", "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module", "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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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, 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, 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, 112, 113, 116, 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, 104, 106, 108, 109, 110, 111, 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, 107, 108, 109, 110, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 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, 96, 97, 98, 99, 108, 121, 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, 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, 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, 97, 99, 117, 120, 124, 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, 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, 106, 108, 109, 110, 111, 112, 113, 115, 117, 118, 120, 121, 122, 124, 125, 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, 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, 92, 93, 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, 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, 113, 117, 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, 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, 94, 95, 98, 105, 107, 108, 112, 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": [0, 1, 2, 5, 6, 13, 16, 18, 27, 34, 41, 42, 46, 56, 65, 66, 71, 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, 137, 138, 139, 182, 188, 190, 191, 194], "chang": [0, 4, 5, 7, 13, 36, 62, 64, 65, 70, 71, 74, 97, 99, 100, 189, 190, 192, 194], "under": [0, 3, 9, 10, 18, 33, 192], "hood": 0, "prepar": [0, 5, 12, 21, 25, 32, 42, 191], "6": [0, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 44, 118, 142, 167, 168, 169, 170, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 194, 195], "januari": 0, "23": 0, "1": [0, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 42, 44, 45, 47, 48, 57, 71, 72, 73, 86, 87, 88, 89, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 108, 109, 110, 111, 112, 113, 116, 117, 118, 120, 121, 122, 124, 125, 137, 138, 139, 141, 142, 143, 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, 189, 190, 191, 192, 193, 194, 195], "bring": 0, "document": [0, 2, 3, 4, 7, 33, 70], "both": [0, 6, 12, 13, 14, 18, 26, 33, 34, 42, 67, 86, 87, 90, 96, 97, 98, 101, 106, 110, 111, 124, 125, 142, 147, 174, 179, 181, 186, 191, 193, 194, 195], "github": [0, 2, 3, 5, 9, 15, 45], "websit": [0, 5], "reviv": 0, "codecov": [0, 5], "connect": 0, "start": [0, 4, 5, 6, 15, 18, 41, 44, 48, 61, 62, 64, 92, 100, 117, 120, 121, 124, 141, 148, 167, 179, 188, 189, 193], "opensff": 0, "best": [0, 1, 6, 18, 77, 189, 191], "practic": [0, 11, 70], "guid": [0, 18, 163, 165, 188], "hook": [0, 5, 11, 12, 25, 32, 37, 41, 61, 62, 70, 168, 170, 171, 175, 187, 189, 190, 191, 195], "wai": [0, 1, 9, 11, 18, 34, 64, 72, 86, 87, 100, 142, 143, 178, 182, 189, 190, 191, 192, 194], "thei": [0, 1, 4, 5, 6, 9, 10, 13, 15, 18, 33, 42, 65, 70, 75, 98, 99, 188], "handl": [0, 13, 42, 43, 47, 76, 80, 82, 83, 84, 193], "ha": [0, 3, 4, 9, 10, 18, 42, 64, 65, 66, 71, 72, 75, 76, 77, 87, 97, 99, 122, 138, 147, 176, 185, 188, 189, 190, 191, 192, 193, 194, 195], "without": [0, 1, 5, 15, 26, 27, 34, 190, 191, 193, 194], "break": [0, 4, 181, 188, 193], "api": [0, 4, 194], "hoorai": 0, "batteri": [0, 85], "model": [0, 11, 15, 97, 99, 117, 121, 122], "quit": [0, 5, 190], "an": [0, 1, 5, 11, 13, 15, 18, 33, 34, 35, 41, 42, 48, 57, 64, 65, 70, 71, 72, 77, 87, 97, 99, 100, 121, 139, 142, 143, 144, 148, 167, 187, 188, 189, 191, 192, 193, 194, 195], "updat": [0, 3, 4, 5, 9, 11, 18, 41, 42, 51, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 100, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 163, 165, 167, 188, 189], "adapt": [0, 1, 15, 63, 64, 71, 77, 142, 147, 193], "plai": [0, 10, 162, 188, 195], "promin": [0, 194], "role": 0, "octob": 0, "7": [0, 3, 5, 9, 12, 21, 26, 27, 28, 29, 34, 35, 44, 142, 167, 168, 169, 170, 173, 175, 176, 178, 179, 180, 181, 182, 183, 185, 186, 187, 189, 190, 191, 192, 193, 195], "2022": 0, "visibl": [0, 1], "invis": [0, 1], "ones": [0, 16, 164, 165, 188], "some": [0, 2, 4, 5, 6, 11, 12, 13, 15, 36, 40, 42, 64, 66, 117, 122, 163, 165, 188, 189, 190, 195], "those": [0, 1, 3, 4, 5, 6, 7, 9, 26, 27, 34, 47, 193], "exist": [0, 4, 33, 42, 44, 55, 194], "you": [0, 2, 3, 5, 7, 9, 15, 42, 48, 53, 55, 64, 65, 70, 75, 76, 77, 143, 188, 189, 193, 195], "should": [0, 4, 5, 6, 7, 9, 10, 11, 18, 41, 42, 44, 45, 47, 48, 71, 72, 89, 100, 105, 107, 116, 124, 192, 194, 195], "fine": [0, 14, 36, 38, 49, 50, 57, 61, 62, 153, 154, 155, 156, 157, 158, 159, 160, 161, 172, 175, 188, 191], "major": 0, "includ": [0, 1, 34, 61, 62, 82, 142, 143, 188, 194], "converg": [0, 9, 11, 12, 13, 18, 33, 41, 42, 43, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 168, 170, 182, 188, 189, 190, 193, 194], "control": [0, 9, 12, 13, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 42, 43, 44, 50, 56, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 99, 168, 169, 170, 171, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 194, 195], "check": [0, 3, 5, 7, 9, 10, 12, 15, 17, 25, 27, 28, 34, 35, 42, 61, 62, 64, 65, 66, 67, 68, 70, 71, 72, 73, 100, 162, 163, 167, 171, 172, 173, 174, 176, 177, 180, 189, 190, 191, 192, 193, 194, 195], "whether": [0, 39, 42, 50, 64, 65, 66, 67, 68, 71, 72, 73, 100, 124, 194, 195], "step": [0, 3, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 41, 42, 44, 46, 51, 54, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 86, 87, 89, 92, 93, 94, 95, 99, 100, 108, 118, 120, 122, 141, 142, 143, 144, 147, 149, 151, 164, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187], "tricki": 0, "so": [0, 12, 13, 18, 35, 36, 42, 50, 65, 69, 71, 86, 87, 92, 93, 94, 95, 97, 98, 100, 101, 106, 108, 110, 111, 117, 118, 120, 125, 147, 188, 189, 190, 192, 193, 195], "made": [0, 5, 11, 15], "separ": [0, 5, 8, 18, 35, 42, 188], "modul": [0, 4, 7, 9], "thi": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 27, 28, 33, 34, 35, 36, 38, 41, 42, 44, 45, 46, 50, 57, 61, 62, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 82, 83, 84, 86, 87, 96, 97, 98, 99, 100, 101, 105, 107, 117, 118, 120, 122, 123, 124, 138, 139, 141, 142, 143, 144, 147, 148, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 165, 167, 169, 173, 182, 183, 184, 187, 188, 189, 190, 191, 192, 193, 194, 195], "make": [0, 1, 5, 6, 12, 15, 42, 44, 48, 64, 65, 70, 71, 166, 167, 189, 190, 192], "featur": [0, 14, 193, 195], "like": [0, 1, 3, 5, 6, 7, 8, 9, 26, 27, 33, 34, 35, 36, 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35], "colloc": [0, 3, 9, 14, 18, 33, 34, 35, 37, 43, 51, 64, 65, 70, 71, 72, 75, 76, 97, 100, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 164, 165, 167, 168, 170, 171, 187, 189, 191, 195], "complet": [0, 61, 192], "rewrot": 0, "node": [0, 5, 14, 18, 33, 37, 38, 39, 45, 46, 51, 57, 64, 65, 70, 71, 72, 75, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 100, 101, 104, 106, 108, 110, 111, 112, 113, 116, 118, 120, 124, 125, 138, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 167, 171, 173, 182, 189, 191, 192, 194], "weight": [0, 8, 10, 18, 38, 39, 45, 54, 142, 149], "comput": [0, 3, 7, 8, 9, 10, 12, 14, 16, 18, 19, 21, 25, 28, 32, 35, 38, 42, 45, 47, 48, 51, 61, 64, 65, 70, 71, 77, 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, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 162, 163, 164, 165, 167, 168, 170, 172, 174, 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65, 70, 76, 97, 190, 191, 192, 193, 195], "v5": 4, "v6": 4, "forc": [4, 10, 12, 89, 94, 106, 110, 111, 112, 170, 175, 190, 191, 194], "re": [4, 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, 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], "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, 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26, 27, 34], "ahead": 5, "worri": [5, 193], "obtain": [5, 8, 34, 35, 45, 64, 65, 70, 71], "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, 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, 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, 116, 124, 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, 122], "finish": [5, 168, 170, 189, 190], "process": [5, 10, 15, 18, 26, 34, 36, 43, 44, 61, 71, 80, 82, 84, 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, 120, 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], 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194], "_initsweep_copi": 6, "_initsweep_spread": 6, "_": [6, 8, 11, 12, 21, 25, 32, 45, 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, 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, 106, 111, 116, 123, 144, 148, 182, 188, 192, 194], "frac": [7, 8, 45, 86, 87, 88, 96, 97, 98, 99, 100, 101, 116, 117, 120, 121, 123, 124, 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, 116, 117, 120, 121, 123, 124, 129, 135, 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, 105, 107, 155, 159, 164, 165, 188, 189], "scalar": [7, 8, 33, 45, 101, 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, 92, 94, 95, 97, 98, 101, 120, 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, 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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, 122, 147, 177, 178, 182, 183, 184, 187, 192, 194, 195], "rang": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 97, 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, 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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, 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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], "slightli": [12, 33, 117, 190, 191], "movement": 12, "planet": 12, "acceler": [12, 48, 64, 79, 83, 102, 103, 109, 115, 119, 120], "due": [12, 17, 18, 33, 191, 193, 194], "gravit": 12, "outersolarsystem": [12, 32, 85], "six": 12, "outer": [12, 32, 35, 102, 119], "sun": [12, 99], "mass": [12, 48, 106, 110, 111, 120, 125, 149, 182, 194], "inner": [12, 39, 162, 163, 188], "jupit": 12, "saturn": 12, "uranu": 12, "neptun": 12, "pluto": 12, "fullsolarsystem": [12, 32, 85], "earth": 12, "moon": 12, "15": [12, 14, 26, 27, 34, 42, 64, 163, 168, 170, 171, 173, 176, 178, 183, 186, 188, 189, 190, 191, 192, 194, 195], "per": [12, 16, 19, 29, 30, 35, 83], "solar_system": [12, 32], "mpl_toolkit": [12, 32], "mplot3d": [12, 32], "axes3d": [12, 32], "full_solar_system": [12, 32, 85, 103], "outer_solar_system": [12, 32, 85, 103, 119], "setup_outer_solar_system": [12, 32], 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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, 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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, 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"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 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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 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implementations.problem_classes.logisticequation)": [[116, "implementations.problem_classes.LogisticEquation.logistics_equation"]], "solve_system() (logistics_equation method)": [[116, "implementations.problem_classes.LogisticEquation.logistics_equation.solve_system"]], "u_exact() (logistics_equation method)": [[116, "implementations.problem_classes.LogisticEquation.logistics_equation.u_exact"]], "lorenzattractor (class in implementations.problem_classes.lorenz)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor"]], "dtype_f (lorenzattractor attribute)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor.dtype_f"]], "dtype_u (lorenzattractor attribute)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor.dtype_u"]], "eval_f() (lorenzattractor method)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor.eval_f"]], "implementations.problem_classes.lorenz": [[117, "module-implementations.problem_classes.Lorenz"]], "solve_system() (lorenzattractor method)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor.solve_system"]], "u_exact() (lorenzattractor method)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor.u_exact"]], "work_counter (lorenzattractor attribute)": [[117, "implementations.problem_classes.Lorenz.LorenzAttractor.work_counter"]], "k2 (nonlinearschroedinger_imex attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.K2"]], "x (nonlinearschroedinger_imex attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.X"]], "dtype_f (nonlinearschroedinger_fully_implicit attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.dtype_f"]], "dtype_f (nonlinearschroedinger_imex attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.dtype_f"]], "dtype_u (nonlinearschroedinger_fully_implicit attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.dtype_u"]], "dtype_u (nonlinearschroedinger_imex attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.dtype_u"]], "eval_f() (nonlinearschroedinger_fully_implicit method)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.eval_f"]], "eval_f() (nonlinearschroedinger_imex method)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.eval_f"]], "fft (nonlinearschroedinger_imex attribute)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.fft"]], "implementations.problem_classes.nonlinearschroedinger_mpifft": [[118, "module-implementations.problem_classes.NonlinearSchroedinger_MPIFFT"]], "nonlinearschroedinger_fully_implicit (class in implementations.problem_classes.nonlinearschroedinger_mpifft)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit"]], "nonlinearschroedinger_imex (class in implementations.problem_classes.nonlinearschroedinger_mpifft)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex"]], "solve_system() (nonlinearschroedinger_fully_implicit method)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_fully_implicit.solve_system"]], "solve_system() (nonlinearschroedinger_imex method)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.solve_system"]], "u_exact() (nonlinearschroedinger_imex method)": [[118, "implementations.problem_classes.NonlinearSchroedinger_MPIFFT.nonlinearschroedinger_imex.u_exact"]], "g (outer_solar_system attribute)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.G"]], "dtype_f (outer_solar_system attribute)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.dtype_f"]], "dtype_u (outer_solar_system attribute)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.dtype_u"]], "eval_f() (outer_solar_system method)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.eval_f"]], "eval_hamiltonian() (outer_solar_system method)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.eval_hamiltonian"]], "implementations.problem_classes.outersolarsystem": [[119, "module-implementations.problem_classes.OuterSolarSystem"]], "outer_solar_system (class in implementations.problem_classes.outersolarsystem)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system"]], "u_exact() (outer_solar_system method)": [[119, "implementations.problem_classes.OuterSolarSystem.outer_solar_system.u_exact"]], "boris_solver() (penningtrap method)": [[120, "implementations.problem_classes.PenningTrap_3D.penningtrap.boris_solver"]], "build_f() (penningtrap method)": [[120, "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"]], "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"]], "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"]], "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"]], "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, 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"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, 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"implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.integrate"]], "level (rungekutta property)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.level"]], "matrix (ark54 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK54.matrix"]], "matrix (ark548l2saerk attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAERK.matrix"]], "matrix (ark548l2saesdirk attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK548L2SAESDIRK.matrix"]], "matrix (backwardeuler attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.BackwardEuler.matrix"]], "matrix (cash_karp attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp.matrix"]], "matrix (cranknicholson attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson.matrix"]], "matrix (dirk43 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.DIRK43.matrix"]], "matrix (esdirk53 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ESDIRK53.matrix"]], "matrix (explicitmidpointmethod attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ExplicitMidpointMethod.matrix"]], "matrix (forwardeuler attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ForwardEuler.matrix"]], "matrix (heun_euler attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.Heun_Euler.matrix"]], "matrix (implicitmidpointmethod attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.matrix"]], "matrix (rk4 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RK4.matrix"]], "matrix (rungekutta attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.matrix"]], "matrix_explicit (ark54 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK54.matrix_explicit"]], "matrix_explicit (rungekuttaimex attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.matrix_explicit"]], "nodes 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"implementations.sweeper_classes.Runge_Kutta.Heun_Euler.nodes"]], "nodes (implicitmidpointmethod attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ImplicitMidpointMethod.nodes"]], "nodes (rk4 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RK4.nodes"]], "nodes (rungekutta attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.nodes"]], "predict() (rungekutta method)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.predict"]], "predict() (rungekuttaimex method)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.predict"]], "update_nodes() (rungekutta method)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKutta.update_nodes"]], "update_nodes() (rungekuttaimex method)": [[142, "implementations.sweeper_classes.Runge_Kutta.RungeKuttaIMEX.update_nodes"]], "weights (ark54 attribute)": [[142, "implementations.sweeper_classes.Runge_Kutta.ARK54.weights"]], "weights (ark548l2saerk attribute)": 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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.Battery module", "implementations.problem_classes.Boussinesq_2D_FD_imex module", "implementations.problem_classes.BuckConverter module", "implementations.problem_classes.DiscontinuousTestODE module", "implementations.problem_classes.FastWaveSlowWave_0D module", "implementations.problem_classes.FermiPastaUlamTsingou module", "implementations.problem_classes.FullSolarSystem module", "implementations.problem_classes.GeneralizedFisher_1D_FD_implicit module", "implementations.problem_classes.GeneralizedFisher_1D_PETSc module", "implementations.problem_classes.GrayScott_1D_FEniCS_implicit module", "implementations.problem_classes.GrayScott_2D_PETSc_periodic module", "implementations.problem_classes.GrayScott_MPIFFT module", "implementations.problem_classes.HarmonicOscillator module", "implementations.problem_classes.HeatEquation_1D_FEniCS_matrix_forced module", "implementations.problem_classes.HeatEquation_1D_FEniCS_weak_forced module", "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.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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12, 16, 17, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 39, 44, 64, 73, 83, 96, 97, 98, 99, 117, 118, 120, 121, 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, 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, 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, 116, 117, 124, 135, 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, 110, 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, 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, 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, 104, 106, 108, 112, 117, 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, 104, 106, 110, 111, 112, 113, 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, 90, 144, 148, 167, 168, 169, 170, 171, 174, 175, 178, 182, 183, 186, 187, 188, 189, 190, 192, 193, 194], "board": 0, "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, 123, 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, 90, 92, 93, 94, 95, 97, 98, 99, 104, 106, 108, 112, 113, 117, 118, 120, 121, 122, 124, 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, 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, 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, 112, 113, 116, 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, 104, 106, 108, 109, 110, 111, 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, 107, 108, 109, 110, 113, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 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, 96, 97, 98, 99, 108, 121, 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, 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, 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, 97, 99, 117, 120, 124, 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, 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, 106, 108, 109, 110, 111, 112, 113, 115, 117, 118, 120, 121, 122, 124, 125, 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, 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, 92, 93, 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, 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, 113, 117, 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, 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, 94, 95, 98, 105, 107, 108, 112, 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": [0, 1, 2, 5, 6, 13, 16, 18, 27, 34, 41, 42, 46, 56, 65, 66, 71, 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, 137, 138, 139, 142, 182, 188, 190, 191, 194], "chang": [0, 4, 5, 7, 13, 36, 62, 64, 65, 70, 71, 74, 97, 99, 100, 189, 190, 192, 194], "under": [0, 3, 9, 10, 18, 33, 192], "hood": 0, "prepar": [0, 5, 12, 21, 25, 32, 42, 191], "6": [0, 9, 12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 44, 118, 142, 167, 168, 169, 170, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 194, 195], "januari": 0, "23": 0, "1": [0, 5, 6, 7, 8, 9, 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169, 170, 171, 172, 174, 185, 187, 188, 189, 190, 191, 193, 194, 195], "rework": 0, "intern": [0, 13, 120, 189], "simplic": 0, "member": 1, "leader": 1, "particip": 1, "harass": 1, "free": [1, 26, 27, 34, 35, 64, 168, 170, 184, 189, 190, 194], "experi": [1, 9, 13, 15, 163, 165, 188, 190], "everyon": 1, "regardless": 1, "ag": 1, "bodi": 1, "size": [1, 7, 8, 13, 15, 18, 38, 42, 45, 46, 50, 54, 61, 65, 66, 68, 71, 73, 75, 76, 77, 86, 98, 120, 137, 164, 165, 181, 187, 188, 193, 195], "disabl": [1, 9], "ethnic": 1, "sex": 1, "characterist": [1, 192], "gender": 1, "ident": [1, 48, 86, 88, 98, 112], "express": [1, 97, 99, 121], "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, 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, 193], "unaccept": 1, "languag": 1, "imageri": 1, "attent": 1, "advanc": [1, 3, 9, 191], 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194, 195], "compar": [5, 10, 13, 16, 19, 26, 27, 28, 33, 34, 35, 64, 65, 71, 73, 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, 116, 124, 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, 122], "finish": [5, 168, 170, 189, 190], "process": [5, 10, 15, 18, 26, 34, 36, 43, 44, 61, 71, 80, 82, 84, 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, 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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], "everyth": [12, 21, 25, 32, 39, 166, 173, 189, 191], "dict": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 40, 41, 42, 44, 50, 56, 58, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 88, 97, 102, 117, 120, 163, 166, 167, 168, 170, 171, 172, 173, 174, 175, 177, 178, 179, 182, 183, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195], "controller_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 41, 61, 62, 168, 169, 170, 171, 174, 175, 176, 177, 178, 179, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195], "level_param": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 34, 35, 46, 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], "restol": [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], "1e": [12, 16, 19, 21, 25, 26, 27, 28, 29, 30, 32, 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, 113, 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, 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, 122, 147, 177, 178, 182, 183, 184, 187, 192, 194, 195], "rang": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 97, 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, 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, 116, 117, 120, 124, 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], 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100, 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, 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, 188], "pdf": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35, 118, 163, 165, 188], "pgf": [12, 16, 19, 21, 25, 28, 29, 30, 32, 35], "__name__": [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], "__main__": [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], "slightli": [12, 33, 117, 190, 191], "movement": 12, "planet": 12, "acceler": [12, 48, 64, 79, 83, 102, 103, 109, 115, 119, 120], "due": [12, 17, 18, 33, 191, 193, 194], "gravit": 12, "outersolarsystem": [12, 32, 85], "six": 12, "outer": [12, 32, 35, 102, 119], "sun": [12, 99], "mass": [12, 48, 106, 110, 111, 120, 125, 149, 182, 194], "inner": [12, 39, 162, 163, 188], "jupit": 12, "saturn": 12, "uranu": 12, "neptun": 12, "pluto": 12, "fullsolarsystem": [12, 32, 85], "earth": 12, "moon": 12, "15": [12, 14, 26, 27, 34, 42, 64, 163, 170, 171, 173, 176, 178, 183, 186, 188, 190, 191, 192, 194, 195], "per": [12, 16, 19, 29, 30, 35, 83], "solar_system": [12, 32], "mpl_toolkit": [12, 32], "mplot3d": [12, 32], "axes3d": [12, 32], 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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, 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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 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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"]], 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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, "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"]], 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(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"]], "genericndimfindiff (class in implementations.problem_classes.generic_nd_fd)": [[137, "implementations.problem_classes.generic_ND_FD.GenericNDimFinDiff"]], "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"]], "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, "implementations.sweeper_classes.Runge_Kutta.Cash_Karp"]], "cranknicholson (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.CrankNicholson"]], "dirk43 (class in implementations.sweeper_classes.runge_kutta)": [[142, "implementations.sweeper_classes.Runge_Kutta.DIRK43"]], "esdirk53 (class in 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"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 e07023bd3c..d5e42cdd06 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>2023-09-18 15:03:12,028 - 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>2023-09-19 14:06:31,922 - 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>
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-18 15:03:12,028 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-18 15:03:12,029 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:31,922 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-19 14:06:31,922 - 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;
-                solver_type = direct
                 stencil_type = center
 --&gt;             nvars = (1023,)
+                order = 2
                 sigma = 0.06
---&gt;             nu = 0.1
 --&gt;             bc = dirichlet-zero
-                order = 2
-                lintol = 1e-12
---&gt;             freq = (4,)
                 liniter = 10000
+--&gt;             freq = (4,)
+                solver_type = direct
+                lintol = 1e-12
+--&gt;             nu = 0.1
 --&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
 
-2023-09-18 15:03:12,029 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-18 15:03:12,029 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+2023-09-19 14:06:31,922 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:31,922 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
 
-2023-09-18 15:03:12,034 - 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
-2023-09-18 15:03:12,038 - 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
-2023-09-18 15:03:12,042 - 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
-2023-09-18 15:03:12,047 - 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
-2023-09-18 15:03:12,052 - 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
-2023-09-18 15:03:12,056 - 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
-2023-09-18 15:03:12,060 - 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
-2023-09-18 15:03:12,065 - 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
-2023-09-18 15:03:12,069 - 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
-2023-09-18 15:03:12,073 - 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
-2023-09-18 15:03:12,078 - 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
-2023-09-18 15:03:12,082 - 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
-2023-09-18 15:03:12,088 - 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
-2023-09-18 15:03:12,092 - 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
-2023-09-18 15:03:12,097 - 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
-2023-09-18 15:03:12,101 - 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
-2023-09-18 15:03:12,106 - 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
-2023-09-18 15:03:12,110 - 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
-2023-09-18 15:03:12,114 - 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
-2023-09-18 15:03:12,119 - 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
-2023-09-18 15:03:12,123 - 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
-2023-09-18 15:03:12,127 - 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
-2023-09-18 15:03:12,132 - 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
-2023-09-18 15:03:12,136 - 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
-2023-09-18 15:03:12,137 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.11s
+2023-09-19 14:06:31,930 - 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
+2023-09-19 14:06:31,937 - 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
+2023-09-19 14:06:31,943 - 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
+2023-09-19 14:06:31,949 - 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
+2023-09-19 14:06:31,956 - 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
+2023-09-19 14:06:31,963 - 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
+2023-09-19 14:06:31,970 - 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
+2023-09-19 14:06:31,976 - 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
+2023-09-19 14:06:31,983 - 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
+2023-09-19 14:06:31,989 - 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
+2023-09-19 14:06:31,996 - 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
+2023-09-19 14:06:32,002 - 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
+2023-09-19 14:06:32,011 - 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
+2023-09-19 14:06:32,017 - 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
+2023-09-19 14:06:32,023 - 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
+2023-09-19 14:06:32,031 - 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
+2023-09-19 14:06:32,037 - 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
+2023-09-19 14:06:32,044 - 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
+2023-09-19 14:06:32,050 - 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
+2023-09-19 14:06:32,057 - 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
+2023-09-19 14:06:32,063 - 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
+2023-09-19 14:06:32,070 - 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
+2023-09-19 14:06:32,077 - 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
+2023-09-19 14:06:32,083 - 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
+2023-09-19 14:06:32,085 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.16s
 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 1e70b87978..7f5c8d6e76 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>2023-09-18 15:03:12,574 - 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>2023-09-19 14:06:32,719 - 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>
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-18 15:03:12,574 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-18 15:03:12,575 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:32,719 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-19 14:06:32,719 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     mssdc_jac = True
@@ -179,11 +179,11 @@ <h3>Navigation</h3>
             nsweeps = 1
             residual_type = full_abs
 --&gt;         Problem: &lt;class &#39;pySDC.implementations.problem_classes.PenningTrap_3D.penningtrap&#39;&gt;
---&gt;             omega_B = 25.0
---&gt;             sig = 0.1
+--&gt;             nparts = 1
 --&gt;             omega_E = 4.9
+--&gt;             sig = 0.1
 --&gt;             u0 = [list([10, 0, 0]) list([100, 0, 100]) list([1]) list([1])]
---&gt;             nparts = 1
+--&gt;             omega_B = 25.0
 --&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
 
-2023-09-18 15:03:12,575 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-18 15:03:12,575 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-09-18 15:03:12,582 - 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
-2023-09-18 15:03:12,590 - 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
-2023-09-18 15:03:12,597 - 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
-2023-09-18 15:03:12,604 - 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
-2023-09-18 15:03:12,611 - 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
-2023-09-18 15:03:12,618 - 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
-2023-09-18 15:03:12,625 - 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
-2023-09-18 15:03:12,632 - 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
-2023-09-18 15:03:12,639 - 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
-2023-09-18 15:03:12,646 - 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
-2023-09-18 15:03:12,653 - 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
-2023-09-18 15:03:12,656 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
+2023-09-19 14:06:32,720 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:32,720 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-09-19 14:06:32,732 - 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
+2023-09-19 14:06:32,746 - 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
+2023-09-19 14:06:32,757 - 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
+2023-09-19 14:06:32,767 - 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
+2023-09-19 14:06:32,778 - 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
+2023-09-19 14:06:32,788 - 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
+2023-09-19 14:06:32,800 - 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
+2023-09-19 14:06:32,810 - 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
+2023-09-19 14:06:32,820 - 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
+2023-09-19 14:06:32,831 - 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
+2023-09-19 14:06:32,841 - 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
+2023-09-19 14:06:32,846 - 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 9935c7ed4b..7b39b0071f 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">4.94129759</span> <span class="o">--</span>   <span class="mf">5.52203910</span> <span class="o">--</span>   <span class="mf">6.33548359</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">6.93480197</span> <span class="o">--</span>   <span class="mf">7.70703757</span> <span class="o">--</span>   <span class="mf">8.98289873</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 51f7250ad4..f022386b59 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">4.0467402199216237e-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">4.038018928430278e-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">2.4167</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">2.7456</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">4.046770989903486e-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">4.037998750179539e-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">1.8375</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">2.2878</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">4.038068749223947e-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">4.0388218372050104e-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">7.5006</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">8.2574</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">4.046808508801712e-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">4.038030058561979e-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">3.4817</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">4.0690</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">4.046791916503078e-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">4.0380468789990663e-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">2.8805</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">3.7239</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">4.03806872857437e-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">4.038821713998089e-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">5.3646</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">5.8493</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">3.9625182897420235e-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">3.9537709137400506e-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">5.5656</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">6.7054</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 a66bc704f2..7f6e19b5db 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">2.1155</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">2.0159</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">1.6677</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">1.5759</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">1.9644</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">1.8410</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">1.8080</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">1.7239</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">4.2265</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">4.1576</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">3.9483</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">3.9763</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 05dd12b595..dbf3f0c44b 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">2.3351</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">2.1575</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>
@@ -227,26 +227,26 @@ <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">1.3938</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">1.3991</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>
 <p>2 processor in time, 2 processors in space</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></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>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></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">0.</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">0.00</span><span class="p">:</span> <span class="mi">12</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">12.00</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">5.1088</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">19.8177</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">0.</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">0.00</span><span class="p">:</span> <span class="mi">12</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>
    <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">12.00</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">5.1168</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">19.8119</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 73f67d7ca5..a82599ffdb 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 0.4506113509999068 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 0.6575621239999236 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 0.9899215519999416 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 1.5671914219999508 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 0.27306294799996067 seconds!
+...done, took 0.403188278000016 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 0.7720080809999672 seconds!
+...done, took 1.2541094329999396 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 0.17909652399998777 seconds!
+...done, took 0.27365103100009947 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 0.2136875119999786 seconds!
+...done, took 0.3281262200000583 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 c8013ae847..a3752e272f 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>2023-09-18 15:03:12,028 - 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>2023-09-19 14:06:31,922 - 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
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-18 15:03:12,028 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-18 15:03:12,029 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:31,922 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-19 14:06:31,922 - 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;
-                solver_type = direct
                 stencil_type = center
 --&gt;             nvars = (1023,)
+                order = 2
                 sigma = 0.06
---&gt;             nu = 0.1
 --&gt;             bc = dirichlet-zero
-                order = 2
-                lintol = 1e-12
---&gt;             freq = (4,)
                 liniter = 10000
+--&gt;             freq = (4,)
+                solver_type = direct
+                lintol = 1e-12
+--&gt;             nu = 0.1
 --&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
 
-2023-09-18 15:03:12,029 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-18 15:03:12,029 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-09-18 15:03:12,034 - 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
-2023-09-18 15:03:12,038 - 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
-2023-09-18 15:03:12,042 - 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
-2023-09-18 15:03:12,047 - 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
-2023-09-18 15:03:12,052 - 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
-2023-09-18 15:03:12,056 - 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
-2023-09-18 15:03:12,060 - 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
-2023-09-18 15:03:12,065 - 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
-2023-09-18 15:03:12,069 - 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
-2023-09-18 15:03:12,073 - 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
-2023-09-18 15:03:12,078 - 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
-2023-09-18 15:03:12,082 - 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
-2023-09-18 15:03:12,088 - 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
-2023-09-18 15:03:12,092 - 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
-2023-09-18 15:03:12,097 - 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
-2023-09-18 15:03:12,101 - 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
-2023-09-18 15:03:12,106 - 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
-2023-09-18 15:03:12,110 - 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
-2023-09-18 15:03:12,114 - 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
-2023-09-18 15:03:12,119 - 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
-2023-09-18 15:03:12,123 - 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
-2023-09-18 15:03:12,127 - 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
-2023-09-18 15:03:12,132 - 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
-2023-09-18 15:03:12,136 - 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
-2023-09-18 15:03:12,137 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.11s
+2023-09-19 14:06:31,922 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:31,922 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-09-19 14:06:31,930 - 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
+2023-09-19 14:06:31,937 - 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
+2023-09-19 14:06:31,943 - 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
+2023-09-19 14:06:31,949 - 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
+2023-09-19 14:06:31,956 - 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
+2023-09-19 14:06:31,963 - 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
+2023-09-19 14:06:31,970 - 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
+2023-09-19 14:06:31,976 - 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
+2023-09-19 14:06:31,983 - 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
+2023-09-19 14:06:31,989 - 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
+2023-09-19 14:06:31,996 - 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
+2023-09-19 14:06:32,002 - 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
+2023-09-19 14:06:32,011 - 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
+2023-09-19 14:06:32,017 - 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
+2023-09-19 14:06:32,023 - 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
+2023-09-19 14:06:32,031 - 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
+2023-09-19 14:06:32,037 - 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
+2023-09-19 14:06:32,044 - 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
+2023-09-19 14:06:32,050 - 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
+2023-09-19 14:06:32,057 - 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
+2023-09-19 14:06:32,063 - 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
+2023-09-19 14:06:32,070 - 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
+2023-09-19 14:06:32,077 - 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
+2023-09-19 14:06:32,083 - 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
+2023-09-19 14:06:32,085 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.16s
 Error after SDC iterations: 1.166689e-05
 </pre></div>
 </div>
diff --git a/tutorial/step_3.html b/tutorial/step_3.html
index f2ea4557fc..e3bf4ea532 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>2023-09-18 15:03:12,574 - 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>2023-09-19 14:06:32,719 - 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
                    | |     __/ |                     
                    |_|    |___/                      
                                                      
-2023-09-18 15:03:12,574 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
-2023-09-18 15:03:12,575 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:32,719 - controller - Controller - dump_setup - 160 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- BEGIN
+2023-09-19 14:06:32,719 - controller - Controller - dump_setup - 226 - INFO: ----------------------------------------------------------------------------------------------------
 
 Controller: &lt;class &#39;pySDC.implementations.controller_classes.controller_nonMPI.controller_nonMPI&#39;&gt;
     mssdc_jac = True
@@ -378,11 +378,11 @@ <h2>Part B: Adding statistics<a class="headerlink" href="#part-b-adding-statisti
             nsweeps = 1
             residual_type = full_abs
 --&gt;         Problem: &lt;class &#39;pySDC.implementations.problem_classes.PenningTrap_3D.penningtrap&#39;&gt;
---&gt;             omega_B = 25.0
---&gt;             sig = 0.1
+--&gt;             nparts = 1
 --&gt;             omega_E = 4.9
+--&gt;             sig = 0.1
 --&gt;             u0 = [list([10, 0, 0]) list([100, 0, 100]) list([1]) list([1])]
---&gt;             nparts = 1
+--&gt;             omega_B = 25.0
 --&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
 
-2023-09-18 15:03:12,575 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
-2023-09-18 15:03:12,575 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
-
-2023-09-18 15:03:12,582 - 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
-2023-09-18 15:03:12,590 - 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
-2023-09-18 15:03:12,597 - 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
-2023-09-18 15:03:12,604 - 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
-2023-09-18 15:03:12,611 - 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
-2023-09-18 15:03:12,618 - 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
-2023-09-18 15:03:12,625 - 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
-2023-09-18 15:03:12,632 - 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
-2023-09-18 15:03:12,639 - 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
-2023-09-18 15:03:12,646 - 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
-2023-09-18 15:03:12,653 - 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
-2023-09-18 15:03:12,656 - hooks - default_hook - post_run - 340 - INFO: Finished run after 0.08s
+2023-09-19 14:06:32,720 - controller - Controller - dump_setup - 229 - INFO: ----------------------------------------------------------------------------------------------------
+2023-09-19 14:06:32,720 - controller - Controller - dump_setup - 231 - INFO: Setup overview (--&gt; user-defined, -&gt; dependency) -- END
+
+2023-09-19 14:06:32,732 - 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
+2023-09-19 14:06:32,746 - 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
+2023-09-19 14:06:32,757 - 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
+2023-09-19 14:06:32,767 - 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
+2023-09-19 14:06:32,778 - 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
+2023-09-19 14:06:32,788 - 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
+2023-09-19 14:06:32,800 - 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
+2023-09-19 14:06:32,810 - 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
+2023-09-19 14:06:32,820 - 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
+2023-09-19 14:06:32,831 - 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
+2023-09-19 14:06:32,841 - 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
+2023-09-19 14:06:32,846 - 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 ee7b84bc98..b01fb45f75 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">4.94129759</span> <span class="o">--</span>   <span class="mf">5.52203910</span> <span class="o">--</span>   <span class="mf">6.33548359</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">6.93480197</span> <span class="o">--</span>   <span class="mf">7.70703757</span> <span class="o">--</span>   <span class="mf">8.98289873</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 02970c680c..c0af8473d9 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">4.0467402199216237e-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">4.038018928430278e-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">2.4167</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">2.7456</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">4.046770989903486e-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">4.037998750179539e-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">1.8375</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">2.2878</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">4.038068749223947e-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">4.0388218372050104e-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">7.5006</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">8.2574</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">4.046808508801712e-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">4.038030058561979e-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">3.4817</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">4.0690</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">4.046791916503078e-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">4.0380468789990663e-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">2.8805</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">3.7239</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">4.03806872857437e-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">4.038821713998089e-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">5.3646</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">5.8493</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">3.9625182897420235e-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">3.9537709137400506e-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">5.5656</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">6.7054</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">2.1155</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">2.0159</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">1.6677</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">1.5759</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">1.9644</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">1.8410</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">1.8080</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">1.7239</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">4.2265</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">4.1576</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">3.9483</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">3.9763</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">2.3351</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">2.1575</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>
@@ -717,26 +717,26 @@ <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">1.3938</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">1.3991</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>
 <p>2 processor in time, 2 processors in space</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></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>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></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">0.</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">0.00</span><span class="p">:</span> <span class="mi">12</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">12.00</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">5.1088</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">19.8177</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">0.</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">0.00</span><span class="p">:</span> <span class="mi">12</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>
    <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">12.00</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">5.1168</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">19.8119</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 f5c36501de..3772a09498 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 0.4506113509999068 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 0.6575621239999236 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 0.9899215519999416 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 1.5671914219999508 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 0.27306294799996067 seconds!
+...done, took 0.403188278000016 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 0.7720080809999672 seconds!
+...done, took 1.2541094329999396 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 0.17909652399998777 seconds!
+...done, took 0.27365103100009947 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 0.2136875119999786 seconds!
+...done, took 0.3281262200000583 seconds!
 -----------------------------------------------------------------------------
 </pre></div>
 </div>