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We present preliminary results from a series of high-resolution N-body simulations that focus on 8 dark matter halos each of order a million particles within the virial radius. We follow the time evolution of hundreds of individually…

Astrophysics · Physics 2007-05-23 Stuart P. D. Gill , Alexander Knebe , Brad K. Gibson

Modern studies of galaxy formation rely heavily on numerical simulations, which in turn require tools to identify and track self-bound structures in stars and dark matter. In this paper, we present Bloodhound, a new halo tracking algorithm…

Astrophysics of Galaxies · Physics 2026-04-01 Hyunsu Kong , Michael Boylan-Kolchin , James S. Bullock

We use cosmological LCDM numerical simulations to model the evolution of the substructure population in sixteen dark matter haloes with resolutions of up to seven million particles within the virial radius. The combined substructure…

Astrophysics · Physics 2008-11-26 Darren Reed , Fabio Governato , Thomas Quinn , Jeffrey Gardner , Joachim Stadel , George Lake

A decade ago cosmological simulations of increasingly higher resolution were used to demonstrate that virialized regions of Cold Dark Matter (CDM) halos are filled with a multitude of dense, gravitationally-bound clumps. These dark matter…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-13 Andrey V. Kravtsov

We combine a series of high-resolution simulations with semi-analytic galaxy formation models to follow the evolution of a system resembling the Milky Way and its satellites. The semi-analytic model is based on that developed for the…

Astrophysics of Galaxies · Physics 2010-01-18 Yang-Shyang Li , Gabriella De Lucia , Amina Helmi

Semi-analytic modeling furnishes an efficient avenue for characterizing the properties of dark matter halos associated with satellites of Milky Way-like systems, as it easily accounts for uncertainties arising from halo-to-halo variance,…

Astrophysics of Galaxies · Physics 2025-10-06 Dylan Folsom , Oren Slone , Mariangela Lisanti , Fangzhou Jiang , Manoj Kaplinghat

We have developed a simple yet surprisingly accurate analytic scheme for tracking the dynamical evolution of substructure within larger dark halos. The scheme incorporates the effects of dynamical friction, tidal mass loss and tidal heating…

Astrophysics · Physics 2009-10-31 J. E. Taylor , Arif Babul

The abundance and demographics of dark matter substructure is important for many areas in astrophysics and cosmological $N$-body simulations have been the primary tool used to investigate them. However, it has recently become clear that the…

Astrophysics of Galaxies · Physics 2019-03-19 Go Ogiya , Frank C. van den Bosch , Oliver Hahn , Sheridan B. Green , Tim B. Miller , Andreas Burkert

We study the population of satellite galaxies formed in a suite of N-body/gasdynamical simulations of galaxy formation in a LCDM universe. We find little spatial or kinematic bias between the dark matter and the satellite population. The…

Astrophysics · Physics 2009-06-23 L. V. Sales , J. F. Navarro , M. G. Abadi , M. Steinmetz

We use large cosmological N-body simulations to study the subhalo population in galaxy group sized halos. In particular, we look for fossil group candidates with typical masses ~10-25% of Virgo cluster but with an order of magnitude less…

Astrophysics · Physics 2007-05-23 E. D'Onghia , A. V. Maccio' , G. Lake , J. Stadel , B. Moore

We use numerical simulations to examine the substructure within galactic and cluster mass halos that form within a hierarchical universe. Clusters are easily reproduced with a steep mass spectrum of thousands of substructure clumps that…

We investigate the radial distribution of galaxies within their host dark matter halos by modeling their small-scale clustering, as measured in the Sloan Digital Sky Survey. Specifically, we model the Jiang et al. (2011) measurements of the…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-30 Douglas F. Watson , Andreas A. Berlind , Cameron K. McBride , David W. Hogg , Tao Jiang

Numerical simulations of Milky-Way size Cold Dark Matter (CDM) halos predict a steeply rising mass function of small dark matter subhalos and a substructure count that greatly outnumbers the observed satellites of the Milky Way. Several…

A major question in $\Lambda$CDM is what this theory actually predicts for the properties of subhalo populations. Subhalos are difficult to simulate and to find within simulations, and this propagates into uncertainty in theoretical…

Cosmology and Nongalactic Astrophysics · Physics 2026-05-12 Philip Mansfield , Elise Darragh-Ford , Yunchong Wang , Ethan O. Nadler , Risa H. Wechsler

We describe our recent attempts to model substructure in dark matter halos down to very small masses, using a semi-analytic model of halo formation. The results suggest that numerical simulations of halo formation may still be missing…

Astrophysics · Physics 2007-05-23 James E. Taylor , Arif Babul , Joseph Silk

With this Paper we complete a comprehensive study of substructure in dark matter haloes. In Paper I we derived the radial distribution and mass function (MF) of accreted subhaloes (scaled to the radius and mass of the host halo) and showed…

Cosmology and Nongalactic Astrophysics · Physics 2022-01-19 Eduard Salvador-Solé , Alberto Manrique , David Canales , Ignacio Botella

We use a particle tagging technique to dynamically populate the N-body Via Lactea II high-resolution simulation with stars. The method is calibrated using the observed luminosity function of Milky Way satellites and the concentration of…

Astrophysics of Galaxies · Physics 2015-05-28 Valery Rashkov , Piero Madau , Michael Kuhlen , Jurg Diemand

Understanding the non-linear dynamics of satellite halos (a.k.a. "sub-halos") is important for predicting the abundance and distribution of dark matter substructures and satellite galaxies, and for distinguishing among microphysical dark…

Cosmology and Nongalactic Astrophysics · Physics 2020-09-25 Shengqi Yang , Xiaolong Du , Andrew J. Benson , Anthony R. Pullen , Annika H. G. Peter

We apply a novel method with machine learning to calibrate sub-grid models within numerical simulation codes to achieve convergence with observations and between different codes. It utilizes active learning and neural density estimators.…

Astrophysics of Galaxies · Physics 2022-10-07 Boon Kiat Oh , Hongjun An , Eun-jin Shin , Ji-hoon Kim , Sungwook E. Hong

We study the evolution of the halo-halo correlation function and bias in a LCDM model using very high-resolution N-body simulations. The high force and mass resolution allows dark matter (DM) halos to survive in the tidal fields in…

Astrophysics · Physics 2007-05-23 Andrey Kravtsov , Anatoly Klypin , Pedro Colin , Alexei Khokhlov