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arXiv · 2207.12345

The Mira-Titan Universe IV. High Precision Power Spectrum Emulation

Kelly R. Moran·Katrin Heitmann·Earl Lawrence·Salman Habib·Derek Bingham·Amol Upadhye·Juliana Kwan·David Higdon·Richard Payne
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Abstract

Modern cosmological surveys are delivering datasets characterized by unprecedented quality and statistical completeness; this trend is expected to continue into the future as new ground- and space-based surveys come online. In order to maximally extract cosmological information from these observations, matching theoretical predictions are needed. At low redshifts, the surveys probe the nonlinear regime of structure formation where cosmological simulations are the primary means of obtaining the required information. The computational cost of sufficiently resolved large-volume simulations makes it prohibitive to run very large ensembles. Nevertheless, precision emulators built on a tractable number of high-quality simulations can be used to build very fast prediction schemes to enable a variety of cosmological inference studies. We have recently introduced the Mira-Titan Universe simulation suite designed to construct emulators for a range of cosmological probes. The suite covers the standard six cosmological parameters $\{\omega_m,\omega_b, \sigma_8, h, n_s, w_0\}$ and, in addition, includes massive neutrinos and a dynamical dark energy equation of state, $\{\omega_{\nu}, w_a\}$. In this paper we present the final emulator for the matter power spectrum based on 111 cosmological simulations, each covering a (2.1Gpc)$^3$ volume and evolving 3200$^3$ particles. An additional set of 1776 lower-resolution simulations and TimeRG perturbation theory results for the power spectrum are used to cover scales straddling the linear to mildly nonlinear regimes. The emulator provides predictions at the two to three percent level of accuracy over a wide range of cosmological parameters and is publicly released as part of this paper.

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Kelly R. Moran, Katrin Heitmann, Earl Lawrence, Salman Habib, Derek Bingham, Amol Upadhye, Juliana Kwan, David Higdon, Richard Payne. 2022-07-25. The Mira-Titan Universe IV. High Precision Power Spectrum Emulation. https://doi.org/10.1093/mnras%2Fstac3452

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