FORGE - the f(R) gravity cosmic emulator project I: Introduction and matter power spectrum emulator

Arnold, Christian; Li, Baojiu; Giblin, Benjamin; Harnois-Déraps, Joachim; Cai, Yan-Chuan

Abstract

We present a large suite of cosmological simulations, the FORGE (F-of-R Gravity Emulator) simulation suite, which is designed to build accurate emulators for cosmological observables in galaxy clustering, weak gravitational lensing, and galaxy clusters for the f(R)-gravity model. A total of 200 simulations explore the cosmological parameter space around a standard Planck cosmology with a Latin hypercube, for 50 combinations of f¯R0⁠, Ωm, σ8, and h with all other parameters fixed. For each parameter combination, or node, we ran four independent simulations, one pair using 10243 particles in 500h−1Mpc simulation boxes to cover small scales, and another pair using 5123 simulation particles in 1.5h−1Gpc boxes for larger scales. Each pair of initial conditions is selected such that sample variance on large scales is minimized on average. In this work we present an accurate emulator for the matter power spectrum in f(R) gravity trained on FORGE. We have verified, using the cross-validation technique, that the emulator accuracy is better than 2.5percent for the majority of nodes, particularly around the centre of the explored parameter space, up to scales of k=10hMpc−1⁠. We have also checked the power spectrum emulator against simulations that are not part of our training set and found excellent agreement. Due to its high accuracy on small scales, the FORGE matter power spectrum emulator is well suited for weak-lensing analysis and can play a key tool in constraining f(R) gravity using current and future observational data.

Citation

Arnold, C., Li, B., Giblin, B., Harnois-Déraps, J., & Cai, Y. (2022). FORGE - the f(R) gravity cosmic emulator project I: Introduction and matter power spectrum emulator. Monthly Notices of the Royal Astronomical Society, 515(3), 4161-4175. https://doi.org/10.1093/mnras/stac1091

• Journal Article Type: Article
• Acceptance Date: Mar 28, 2022
• Online Publication Date: Aug 10, 2022
• Publication Date: 2022-09
• Deposit Date: Oct 27, 2021
• Publicly Available Date: Aug 24, 2022
• Journal: Monthly Notices of Royal Astronomical Society
• Print ISSN: 0035-8711
• Electronic ISSN: 1365-2966
• Publisher: Royal Astronomical Society
• Peer Reviewed: Peer Reviewed
• Volume: 515
• Issue: 3
• Pages: 4161-4175
• DOI: https://doi.org/10.1093/mnras/stac1091
• Related Public URLs: https://arxiv.org/abs/2109.04984