Rapid simulations of halo and subhalo clustering

被引:4
作者
Berner, Pascale [1 ]
Refregier, Alexandre [1 ]
Sgier, Raphael [1 ]
Kacprzak, Tomasz [1 ,2 ,3 ]
Tortorelli, Luca [1 ]
Monaco, Pierluigi [4 ,5 ,6 ,7 ]
机构
[1] Swiss Fed Inst Technol, Dept Phys, Inst Particle Phys & Astrophys, Wolfgang Pauli Str 27, CH-8093 Zurich, Switzerland
[2] Paul Scherrer Inst, Swiss Data Sci Ctr, Forsch Str 111, CH-5232 Villigen, Switzerland
[3] Ludwig Maximilians Univ Munchen, Univ Observ, Fac Phys, Scheinerstr 1, D-81679 Munich, Germany
[4] Univ Trieste, Dipartimento Fis, Via Tiepolo 11, I-34143 Trieste, Italy
[5] Osserv Astron Trieste, Ist Nazl Astrofis, Via Tiepolo 11, I-34143 Trieste, Italy
[6] Inst Fundamental Phys Universe, Via Beirut 2, I-34151 Trieste, Italy
[7] Ist Nazl Fis Nucl, Sez Trieste, Via Valerio 2, I-34127 Trieste, Italy
来源
JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS | 2022年 / 11期
关键词
cosmological simulations; dark matter simulations; galaxy clustering; Statistical sampling techniques; PEAK-PATCH PICTURE; DARK-MATTER SUBSTRUCTURE; GALAXY FORMATION; COSMIC CATALOGS; FAST GENERATION; OCCUPATION DISTRIBUTION; HIERARCHICAL-MODELS; MASS FUNCTION; MERGER RATES; CODE;
D O I
10.1088/1475-7516/2022/11/002
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The analysis of cosmological galaxy surveys requires realistic simulations for their interpretation. Forward modelling is a powerful method to simulate galaxy clustering without the need for an underlying complex model. This approach requires fast cosmological simulations with a high resolution and large volume, to resolve small dark matter halos associated to single galaxies. In this work, we present fast halo and subhalo clustering simulations based on the Lagrangian perturbation theory code PINOCCHIO, which generates halos and merger trees. The subhalo progenitors are extracted from the merger history and the survival of subhalos is modelled. We introduce a new fitting function for the subhalo merger time, which includes a redshift dependence of the fitting parameters. The spatial distribution of subhalos within their hosts is modelled using a number density profile. We compare our simulations with the halo finder ROCKSTAR applied to the full N-body code GADGET-2. The subhalo velocity function and the correlation function of halos and subhalos are in good agreement. We investigate the effect of the chosen number density profile on the resulting subhalo clustering. Our simulation is approximate yet realistic and significantly faster compared to a full N-body simulation combined with a halo finder. The fast halo and subhalo clustering simulations offer good prospects for galaxy forward models using subhalo abundance matching.
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页数:29
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