Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201543186> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3201543186 abstract "We train neural networks to perform likelihood-free inference from $(25,h^{-1}{rm Mpc})^2$ 2D maps containing the total mass surface density from thousands of hydrodynamic simulations of the CAMELS project. We show that the networks can extract information beyond one-point functions and power spectra from all resolved scales ($gtrsim 100,h^{-1}{rm kpc}$) while performing a robust marginalization over baryonic physics at the field level: the model can infer the value of $Omega_{rm m} (pm 4%)$ and $sigma_8 (pm 2.5%)$ from simulations completely different to the ones used to train it." @default.
- W3201543186 created "2021-09-27" @default.
- W3201543186 creator A5000606730 @default.
- W3201543186 creator A5002061021 @default.
- W3201543186 creator A5005759342 @default.
- W3201543186 creator A5008589829 @default.
- W3201543186 creator A5013342528 @default.
- W3201543186 creator A5014522902 @default.
- W3201543186 creator A5017957723 @default.
- W3201543186 creator A5034385563 @default.
- W3201543186 creator A5042220322 @default.
- W3201543186 creator A5050309898 @default.
- W3201543186 creator A5057320280 @default.
- W3201543186 creator A5083532124 @default.
- W3201543186 creator A5087496232 @default.
- W3201543186 creator A5091900050 @default.
- W3201543186 date "2021-10-11" @default.
- W3201543186 modified "2023-10-12" @default.
- W3201543186 title "Robust marginalization of baryonic effects for cosmological inference at the field level" @default.
- W3201543186 cites W1918432732 @default.
- W3201543186 cites W2027101160 @default.
- W3201543186 cites W2073424199 @default.
- W3201543186 cites W2101349161 @default.
- W3201543186 cites W2468373122 @default.
- W3201543186 cites W2600163159 @default.
- W3201543186 cites W2908510526 @default.
- W3201543186 cites W2912395310 @default.
- W3201543186 cites W2949676527 @default.
- W3201543186 cites W2950838963 @default.
- W3201543186 cites W2952853822 @default.
- W3201543186 cites W3098154296 @default.
- W3201543186 cites W3103368970 @default.
- W3201543186 cites W3104190702 @default.
- W3201543186 cites W3105656913 @default.
- W3201543186 cites W3126379213 @default.
- W3201543186 cites W3201056379 @default.
- W3201543186 hasPublicationYear "2021" @default.
- W3201543186 type Work @default.
- W3201543186 sameAs 3201543186 @default.
- W3201543186 citedByCount "2" @default.
- W3201543186 countsByYear W32015431862021 @default.
- W3201543186 crossrefType "posted-content" @default.
- W3201543186 hasAuthorship W3201543186A5000606730 @default.
- W3201543186 hasAuthorship W3201543186A5002061021 @default.
- W3201543186 hasAuthorship W3201543186A5005759342 @default.
- W3201543186 hasAuthorship W3201543186A5008589829 @default.
- W3201543186 hasAuthorship W3201543186A5013342528 @default.
- W3201543186 hasAuthorship W3201543186A5014522902 @default.
- W3201543186 hasAuthorship W3201543186A5017957723 @default.
- W3201543186 hasAuthorship W3201543186A5034385563 @default.
- W3201543186 hasAuthorship W3201543186A5042220322 @default.
- W3201543186 hasAuthorship W3201543186A5050309898 @default.
- W3201543186 hasAuthorship W3201543186A5057320280 @default.
- W3201543186 hasAuthorship W3201543186A5083532124 @default.
- W3201543186 hasAuthorship W3201543186A5087496232 @default.
- W3201543186 hasAuthorship W3201543186A5091900050 @default.
- W3201543186 hasBestOaLocation W32015431863 @default.
- W3201543186 hasConcept C121332964 @default.
- W3201543186 hasConcept C154153549 @default.
- W3201543186 hasConcept C154945302 @default.
- W3201543186 hasConcept C202444582 @default.
- W3201543186 hasConcept C2776214188 @default.
- W3201543186 hasConcept C33923547 @default.
- W3201543186 hasConcept C41008148 @default.
- W3201543186 hasConcept C44870925 @default.
- W3201543186 hasConcept C9652623 @default.
- W3201543186 hasConceptScore W3201543186C121332964 @default.
- W3201543186 hasConceptScore W3201543186C154153549 @default.
- W3201543186 hasConceptScore W3201543186C154945302 @default.
- W3201543186 hasConceptScore W3201543186C202444582 @default.
- W3201543186 hasConceptScore W3201543186C2776214188 @default.
- W3201543186 hasConceptScore W3201543186C33923547 @default.
- W3201543186 hasConceptScore W3201543186C41008148 @default.
- W3201543186 hasConceptScore W3201543186C44870925 @default.
- W3201543186 hasConceptScore W3201543186C9652623 @default.
- W3201543186 hasLocation W32015431861 @default.
- W3201543186 hasLocation W32015431862 @default.
- W3201543186 hasLocation W32015431863 @default.
- W3201543186 hasOpenAccess W3201543186 @default.
- W3201543186 hasPrimaryLocation W32015431861 @default.
- W3201543186 hasRelatedWork W1523016396 @default.
- W3201543186 hasRelatedWork W1997152486 @default.
- W3201543186 hasRelatedWork W2047271747 @default.
- W3201543186 hasRelatedWork W2739705955 @default.
- W3201543186 hasRelatedWork W2935759653 @default.
- W3201543186 hasRelatedWork W3105167352 @default.
- W3201543186 hasRelatedWork W379151669 @default.
- W3201543186 hasRelatedWork W54078636 @default.
- W3201543186 hasRelatedWork W1501425562 @default.
- W3201543186 hasRelatedWork W2954470139 @default.
- W3201543186 isParatext "false" @default.
- W3201543186 isRetracted "false" @default.
- W3201543186 magId "3201543186" @default.
- W3201543186 workType "article" @default.