HMCODE-2020: improved modelling of non-linear cosmological power spectra with baryonic feedback

被引:141
作者
Mead, A. J. [1 ,2 ]
Brieden, S. [2 ]
Troster, T. [1 ]
Heymans, C. [1 ,3 ]
机构
[1] Univ Edinburgh, Inst Astron, Royal Observ, Blackford Hill, Edinburgh EH9 3HJ, Midlothian, Scotland
[2] Univ Barcelona, Inst Ciencies Cosmos, Marti Franques 1, E-08028 Barcelona, Spain
[3] Ruhr Univ Bochum, German Ctr Cosmol Lensing, Astron Inst, Univ Str 150, D-44801 Bochum, Germany
基金
欧盟地平线“2020”; 欧洲研究理事会;
关键词
cosmology: theory; large-scale structure of Universe; LARGE-SCALE BIAS; PRECISION EMULATION; HALO CONCENTRATIONS; MATTER; CONSTRAINTS; COLLAPSE; CLUSTERS; UNIVERSE;
D O I
10.1093/mnras/stab082
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We present an updated version of the hmcode augmented halo model that can be used to make accurate predictions of the non-linear matter power spectrum over a wide range of cosmologies. Major improvements include modelling of baryon-acoustic oscillation (BAO) damping in the power spectrum and an updated treatment of massive neutrinos. We fit our model to simulated power spectra and show that we can match the results with an root mean square (RMS) error of 2.5 per cent across a range of cosmologies, scales , and redshifts z < 2. The error rarely exceeds 5 per cent and never exceeds 16 per cent. The worst-case errors occur at z similar or equal to 2, or for cosmologies with unusual dark energy equations of state. This represents a significant improvement over previous versions of hmcode, and over other popular fitting functions, particularly for massive-neutrino cosmologies with high neutrino mass. We also present a simple halo model that can be used to model the impact of baryonic feedback on the power spectrum. This six-parameter physical model includes gas expulsion by active galactic nuclei (AGN) feedback and encapsulates star formation. By comparing this model to data from hydrodynamical simulations, we demonstrate that the power spectrum response to feedback is matched at the <1 per cent level for z < 1 and . We also present a single-parameter variant of this model, parametrized in terms of feedback strength, which is only slightly less accurate. We make code available for our non-linear and baryon models at https://github.com/alexander-mead/HMcode and it is also available within camb and soon within class.
引用
收藏
页码:1401 / 1422
页数:22
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