Fast and accurate predictions of the nonlinear matter power spectrum for general models of Dark Energy and Modified Gravity
B. Bose, M. Tsedrik, J. Kennedy, L. Lombriser, A. Pourtsidou, A., Taylor

TL;DR
This paper introduces a model-independent framework for predicting the nonlinear matter power spectrum in various dark energy and modified gravity models, achieving high accuracy with minimal additional parameters.
Contribution
It develops a flexible, physically motivated approach embedded in the halo model reaction framework, enabling accurate nonlinear predictions for general cosmologies with few extra parameters.
Findings
Sub-percent agreement with exact solutions and emulators at z≤1 and k≤5 h/Mpc.
Only 3 additional free constants needed for 2% accuracy in nonlinear regime.
Implementation of the approach into ReACT v2.0 code.
Abstract
We embed linear and nonlinear parametrisations of beyond standard cosmological physics in the halo model reaction framework, providing a model-independent prescription for the nonlinear matter power spectrum. As an application, we focus on Horndeski theories, using the Effective Field Theory of Dark Energy (EFTofDE) to parameterise linear and quasi-nonlinear perturbations. In the nonlinear regime we investigate both a nonlinear parameterised-post Friedmannian (nPPF) approach as well as a physically motivated and approximate phenomenological model based on the error function (Erf). We compare the parameterised approaches' predictions of the nonlinear matter power spectrum to the exact solutions, as well as state-of-the-art emulators, in an evolving dark energy scenario and two well studied modified gravity models, finding sub-percent agreement in the reaction using the Erf model at…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCosmology and Gravitation Theories · Dark Matter and Cosmic Phenomena · Solar and Space Plasma Dynamics
