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Galaxies grow and evolve in dark matter halos. Because dark matter is not visible, galaxies' halo masses ($\rm{M}_{\rm{halo}}$) must be inferred indirectly. We present a graph neural network (GNN) model for predicting $\rm{M}_{\rm{halo}}$…

Astrophysics of Galaxies · Physics 2024-11-20 Nikhil Garuda , John F. Wu , Dylan Nelson , Annalisa Pillepich

We use high-resolution hydrodynamic simulations to investigate the density profile of hot gas in clusters of galaxies, adopting a variant of cold dark matter cosmologies and employing a cosmological N-body/smoothed particle hydrodynamics…

Astrophysics · Physics 2009-10-30 Tatsushi Suginohara , Jeremiah P. Ostriker

We present a model for the dynamical evolution of subhaloes based on an approach combining numerical and analytical methods. Our method is based on tracking subhaloes in an N-body simulation up to the last point that it can be resolved, and…

Astrophysics of Galaxies · Physics 2017-09-20 Vimal Simha , Shaun Cole

We study the impact of numerical parameters on the properties of cold dark matter haloes formed in collisionless cosmological simulations. We quantify convergence in the median spherically-averaged circular velocity profiles for haloes of…

Cosmology and Nongalactic Astrophysics · Physics 2019-07-12 Aaron D. Ludlow , Joop Schaye , Richard Bower

We measure the mass function of dark matter halos in a large set of collisionless cosmological simulations of flat LCDM cosmology and investigate its evolution at z<~2. Halos are identified as isolated density peaks, and their masses are…

Halo Models of large scale structure provide powerful and indispensable tools for phenomenological understanding of the clustering of matter in the Universe. While the halo model builds structures out of the superposition of haloes,…

Cosmology and Nongalactic Astrophysics · Physics 2025-02-26 Alice Chen , Niayesh Afshordi

We have made a detailed comparison of the results of large N-body simulations with the analytical description of the merging histories of dark matter halos presented in Lacey & Cole 1993, which is based on an extension of the Press-…

Astrophysics · Physics 2015-06-24 Cedric Lacey , Shaun Cole

Mock halo catalogues are indispensable data products for developing and validating cosmological inference pipelines. A major challenge in generating mock catalogues is modelling the halo or galaxy bias, which is the mapping from matter…

Cosmology and Nongalactic Astrophysics · Physics 2024-10-16 Simon Ding , Guilhem Lavaux , Jens Jasche

Dark matter N-body simulations provide a powerful tool to model the clustering of galaxies and help interpret the results of galaxy redshift surveys. However, the galaxy properties predicted from N-body simulations are not necessarily…

Cosmology and Nongalactic Astrophysics · Physics 2013-07-30 Hao-Yi Wu , Dragan Huterer

We investigate a series of galaxy properties computed using the merger trees and environmental histories from dark matter only cosmological simulations, using a semi-recurrent neural network producing self-consistent predictions of galaxy…

Cosmology and Nongalactic Astrophysics · Physics 2025-07-08 Harry George Chittenden , Jayashree Behera , Rita Tojeiro

We study the concentration of dark matter halos and its evolution in N-body simulations of the standard LCDM cosmology. The results presented in this paper are based on 4 large N-body simulations with about 10 billion particles each: the…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-28 Francisco Prada , Anatoly A. Klypin , Antonio J. Cuesta , Juan E. Betancort-Rijo , Joel Primack

Conventional studies of galaxy clustering within the framework of halo models typically assume that the density profile of all dark matter haloes can be approximated by the Navarro-Frenk-White (NFW) spherically symmetric profile. However,…

Cosmology and Nongalactic Astrophysics · Physics 2024-04-09 Anna Durkalec , Agnieszka Pollo , Ummi Abbas

We perform a series of high-resolution N-body simulations designed to examine the density profiles of dark matter halos. From 12 simulated halos ranging the mass of $2\times10^{12}\sim 5\times10^{14} h^{-1}{\rm M_\odot}$ (represented by…

Astrophysics · Physics 2009-10-31 Y. P. Jing , Yasushi Suto

Dark matter (DM) halos can be subject to gravothermal collapse if the DM is not collisionless, but engaged in strong self-interactions. When the scattering can efficiently transfer heat from the centre to the outskirts, the central region…

Cosmology and Nongalactic Astrophysics · Physics 2024-09-25 Moritz S. Fischer , Klaus Dolag , Hai-Bo Yu

Modern N-body cosmological simulations contain billions ($10^9$) of dark matter particles. These simulations require hundreds to thousands of gigabytes of memory, and employ hundreds to tens of thousands of processing cores on many compute…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-18 Stephen Skory , Matthew J. Turk , Michael L. Norman , Alison L. Coil

We revisit the non-sphericity of cluster-mass scale halos from cosmological N-body simulation on the basis of triaxial modelling. In order to understand the difference between the simulation results and the conventional ellipsoidal collapse…

Cosmology and Nongalactic Astrophysics · Physics 2016-10-12 Daichi Suto , Tetsu Kitayama , Takahiro Nishimichi , Shin Sasaki , Yasushi Suto

The stable clustering hypothesis is a fundamental assumption about the nonlinear clustering of matter in cosmology. It states that the mean physical separation of particles is a constant on sufficiently small scales. While many authors have…

Astrophysics · Physics 2009-11-06 Y. P. Jing

New simulations are presented which investigate the formation of smaller groups of galaxies in a CDM like universe. The simulations follow the evolution of dark matter and gas and are performed with an SPH code adapted for the…

Astrophysics · Physics 2016-08-30 Matthias Steinmetz

The condensation of gas and stars in the inner regions of dark matter halos leads to a more concentrated dark matter distribution. While this effect is based on simple gravitational physics, the question of its validity in hierarchical…

Cosmology and Nongalactic Astrophysics · Physics 2011-08-31 Oleg Y. Gnedin , Daniel Ceverino , Nickolay Y. Gnedin , Anatoly A. Klypin , Andrey V. Kravtsov , Robyn Levine , Daisuke Nagai , Gustavo Yepes

We study the evolution of the halo-halo correlation function and bias in four cosmological models (LCDM, OCDM, tauCDM, and SCDM) using very high-resolution N-body simulations. The high force and mass resolution allows dark matter (DM) halos…

Astrophysics · Physics 2009-10-30 Pedro Colin , Anatoly Klypin , Andrey Kravtsov , Alexei Khokhlov