1. Cosmic-Eν: An- emulator for the non-linear neutrino power spectrum.
- Author
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Upadhye, Amol, Kwan, Juliana, McCarthy, Ian G, Salcido, Jaime, Moran, Kelly R, Lawrence, Earl, and Wong, Yvonne Y Y
- Subjects
POWER spectra ,NEUTRINOS ,DISTRIBUTION (Probability theory) ,NEUTRINO mass ,PERTURBATION theory ,NONLINEAR theories - Abstract
Cosmology is poised to measure the neutrino mass sum M
ν and has identified several smaller-scale observables sensitive to neutrinos, necessitating accurate predictions of neutrino clustering over a wide range of length scales. The FlowsForTheMasses non-linear perturbation theory for the the massive neutrino power spectrum, |$\Delta ^2_\nu (k)$| , agrees with its companion N -body simulation at the |$10~{{\ \rm per\ cent}}-15~{{\ \rm per\ cent}}$| level for k ≤ 1 h Mpc−1 . Building upon the Mira-Titan IV emulator for the cold matter, we use FlowsForTheMasses to construct an emulator for |$\Delta ^2_\nu (k)$| , Cosmic-Eν , which covers a large range of cosmological parameters and neutrino fractions Ων, 0 h2 ≤ 0.01 (Mν ≤ 0.93 eV). Consistent with FlowsForTheMasses at the 3.5 per cent level, it returns a power spectrum in milliseconds. Ranking the neutrinos by initial momenta, we also emulate the power spectra of momentum deciles, providing information about their perturbed distribution function. Comparing a Mν = 0.15 eV model to a wide range of N -body simulation methods, we find agreement to 3 per cent for k ≤ 3 kFS = 0.17 h Mpc−1 and to 19 per cent for k ≤ 0.4 h Mpc−1 . We find that the enhancement factor, the ratio of |$\Delta ^2_\nu (k)$| to its linear-response equivalent, is most strongly correlated with Ων, 0 h2 , and also with the clustering amplitude σ8 . Furthermore, non-linearities enhance the free-streaming-limit scaling |$\partial \log (\Delta ^2_\nu /\Delta ^2_{\rm m}) / \partial \log (M_\nu)$| beyond its linear value of 4, increasing the Mν -sensitivity of the small-scale neutrino density. [ABSTRACT FROM AUTHOR]- Published
- 2024
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