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Add CosmoPower P(k, z) emulation #84

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itrharrison opened this issue Nov 4, 2022 · 1 comment
Open

Add CosmoPower P(k, z) emulation #84

itrharrison opened this issue Nov 4, 2022 · 1 comment
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enhancement New feature or request theory Related to cobaya Theories

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@itrharrison
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The current CosmoPower implementation only gives acess to the network for CMB C_ell. Seeing as e.g. my current ACT x DES runs are annoyingly slow (>2 days) and the time for each likelihood evaluation is dominated by CAMB:

[soliket.cross_correlation.shearkappalikelihood] Average evaluation time for soliket.cross_correlation.ShearKappaLikelihood: 0.228822 s  (9 evaluations)
[camb.transfers] Average evaluation time for camb.transfers: 0.625354 s  (9 evaluations)
[camb] Average evaluation time for camb: 0.962215 s  (9 evaluations)
[soliket.ccl.ccl] Average evaluation time for soliket.ccl.CCL: 0.0253867 s  (9 evaluations

I will implement the P(k, z) emulation in our CosmoPower Boltzmann Theory.

@itrharrison itrharrison added enhancement New feature or request theory Related to cobaya Theories labels Nov 4, 2022
@itrharrison itrharrison self-assigned this Nov 4, 2022
@itrharrison itrharrison linked a pull request Nov 4, 2022 that will close this issue
@defjaf
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defjaf commented Jan 30, 2023

@itrharrison I think we talked last summer about possibly using Harry Mootoovaloo's emuPK, documented in our arxiv:2005.06551 and arxiv:2105.02256. Would this be worth trying or would two emulators be too chaotic?

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