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Subhalo abundance matching (SHAM) is a technique for populating simulated dark matter distributions with galaxies, assuming a monotonic relation between a galaxy's stellar mass or luminosity and the mass of its parent dark matter halo or…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-20 Vimal Simha , David Weinberg , Romeel Dave , Mark Fardal , Neal Katz , Benjamin D. Oppenheimer

Subhalo abundance matching (SHAM) is a popular technique for assigning galaxy mass or luminosity to haloes produced in N-body simulations. The method works by matching the cumulative number functions of the galaxy and halo properties, and…

Astrophysics of Galaxies · Physics 2021-11-02 Richard Stiskalek , Harry Desmond , Thomas Holvey , Michael G. Jones

Subhalo abundance matching (SHAM) is a widely-used method to connect galaxies with dark matter structures in numerical simulations. SHAM predictions agree remarkably well with observations, yet they still lack strong theoretical support. We…

Subhalo abundance matching (SHAM) is a commonly used framework for modeling the galaxy-halo connection. Yet, its standard implementation has difficulty reproducing the observed galaxy clustering with high accuracy (e.g.,…

Astrophysics of Galaxies · Physics 2026-04-08 Xiaoju Xu , Xiaohu Yang , Zhongxu Zhai , Yiyang Guo , Yizhou Gu , Yirong Wang , Jiaxin Han , Zhenlin Tan , Junde Li

Subhalo abundance matching (SHAM) inserts galaxies into dark matter only simulations of the growth of cosmic structure in a way that requires minimal assumptions about galaxy formation. A galaxy is placed at the potential minimum of each…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-15 Qi Guo , Simon White

Models of the galaxy-halo connection are needed to understand both galaxy clusters and large scale structure. To make said models, we need a robust method that assigns galaxies to halos and matches the observed and simulated stellar-halo…

Astrophysics of Galaxies · Physics 2025-01-13 F. L. Davidson , D. Bacon , A. Amara , K. Koyama , W. G. Hartley , L. F. de la Bella , S. I. Tam , K. Umetsu , J. Noller

Galaxy clustering on small scales is significantly under-predicted by sub-halo abundance matching (SHAM) models that populate (sub-)haloes with galaxies based on peak halo mass, $M_{\rm peak}$. SHAM models based on the peak maximum circular…

We propose a novel subhalo abundance matching (SHAM) model that uses the virial mass of the main progenitor of each (sub)halo $M_{\rm prog}$ as a proxy of the galaxy stellar mass $M_*$ at the time of observation. This $M_{\rm prog}$ model…

Astrophysics of Galaxies · Physics 2023-06-28 Shogo Masaki , Daichi Kashino , Shogo Ishikawa , Yen-Ting Lin

Subhalo abundance matching (SHAM) is widely used for connecting galaxies to dark matter haloes. In SHAM, galaxies and (sub-)haloes are sorted according to their mass (or mass proxy) and matched by their rank order. In this work, we show…

Cosmology and Nongalactic Astrophysics · Physics 2025-07-01 Silvan Fischbacher , Tomasz Kacprzak , Luis Fernando Machado Poletti Valle , Alexandre Refregier

We construct mock catalogs of galaxy groups using subhalo abundance matching (SHAM) and undertake several new tests of the SHAM prescription for the galaxy-dark matter connection. All SHAM models we studied exhibit significant tension with…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-11 Andrew P. Hearin , Andrew R. Zentner , Andreas A. Berlind , Jeffrey A. Newman

Accurate predictions of the abundance and clustering of dark matter haloes play a key role in testing the standard cosmological model. Here, we investigate the accuracy of one of the leading methods of connecting the simulated dark matter…

Cosmology and Nongalactic Astrophysics · Physics 2013-10-15 Anatoly Klypin , Francisco Prada , Gustavo Yepes , Steffen Hess , Stefan Gottlober

We develop an extension of subhalo abundance matching (SHAM) capable of accurately reproducing the real and redshift-space clustering of galaxies in a state-of-the-art hydrodynamical simulation. Our method uses a low-resolution gravity-only…

Cosmology and Nongalactic Astrophysics · Physics 2021-09-22 Sergio Contreras , Raul Angulo , Matteo Zennaro

We provide new constraints on the connection between galaxies in the local universe, identified by the Sloan Digital Sky Survey (SDSS), and dark matter halos and their constituent substructures in the $\Lambda$CDM model using WMAP7…

Cosmology and Nongalactic Astrophysics · Physics 2013-06-20 Rachel M. Reddick , Risa H. Wechsler , Jeremy L. Tinker , Peter S. Behroozi

With the advent of several galaxy surveys targeting star-forming galaxies, it is important to have models capable of interpreting their spatial distribution in terms of astrophysical and cosmological parameters. To address this need, we…

Cosmology and Nongalactic Astrophysics · Physics 2024-09-04 Sara Ortega-Martinez , Sergio Contreras , Raul Angulo

The stellar mass - halo mass relation provides a strong basis for connecting galaxies to their host dark matter halos in both simulations and observations. Other observable information, such as the density of the local environment, can…

Astrophysics of Galaxies · Physics 2023-10-19 Haley Bowden , Peter Behroozi , Andrew Hearin

In simulation-based models of the galaxy-halo connection, theoretical predictions for galaxy clustering and lensing are typically made based on Monte Carlo realizations of a mock universe. In this paper, we use Subhalo Abundance Matching…

Cosmology and Nongalactic Astrophysics · Physics 2022-02-23 Andrew P. Hearin , Nesar Ramachandra , Matthew R. Becker , Joseph DeRose

The rotation velocities of disc galaxies trace dark matter halo structure, providing direct constraints on the galaxy--halo connection. We construct a Bayesian forward model to connect the dark matter halo population predicted by…

Astrophysics of Galaxies · Physics 2026-01-13 Fedir Boreiko , Tariq Yasin , Harry Desmond , Richard Stiskalek , Matt J. Jarvis

We investigate how a property of a galaxy correlates most tightly with a property of its host dark matter halo, using state-of-the-art hydrodynamical simulations of galaxy formation EAGLE, Illustris, and IllustrisTNG. Unlike most of the…

Cosmology and Nongalactic Astrophysics · Physics 2020-03-11 Jian-hua He

The simplest scheme for predicting real galaxy properties after performing a dark matter simulation is to rank order the real systems by stellar mass and the simulated systems by halo mass and then simply assume monotonicity - that the more…

Astrophysics of Galaxies · Physics 2021-10-22 Stephanie Tonnesen , Jeremiah P. Ostriker

Empirical methods for connecting galaxies to their dark matter halos have become essential for interpreting measurements of the spatial statistics of galaxies. In this work, we present a novel approach for parameterizing the degree of…

Cosmology and Nongalactic Astrophysics · Physics 2016-12-30 Benjamin V. Lehmann , Yao-Yuan Mao , Matthew R. Becker , Samuel W. Skillman , Risa H. Wechsler
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