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Dark matter subhaloes are key for the predictions of simulations of structure formation, but their existence frequently ends prematurely due to two technical issues, namely numerical disruption in N-body simulations and halo finders failing…

Cosmology and Nongalactic Astrophysics · Physics 2023-05-03 Benedikt Diemer , Peter Behroozi , Philip Mansfield

Cosmological N-body simulations are among the primary tools for studying structure formation in the Universe. Analyses of these simulations critically depend on accurately identifying and tracking dark matter subhalos over time. In recent…

Cosmology and Nongalactic Astrophysics · Physics 2025-09-22 Demao Kong , Hai-Bo Yu , Ethan O. Nadler , Philip Mansfield , Andrew Benson

The galaxy distribution in dark matter-dominated halos is expected to approximately trace the details of the underlying dark matter substructure. In this paper we introduce halo `core-tracking' as a way to efficiently follow the small-scale…

Cosmology and Nongalactic Astrophysics · Physics 2023-07-19 Danila Korytov , Esteban Rangel , Lindsey Bleem , Nicholas Frontiere , Salman Habib , Katrin Heitmann , Joseph Hollowed , Adrian Pope

In a previous paper, we described a new method for including detailed information about substructure in semi-analytic models of halo formation based on merger trees. In this paper, we compare the predictions of our model with results from…

Astrophysics · Physics 2009-11-10 James E. Taylor , Arif Babul

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

While various codes exist to systematically and robustly find haloes and subhaloes in cosmological simulations (Knebe et al., 2011, Onions et al., 2012), this is the first work to introduce and rigorously test codes that find tidal debris…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-15 Pascal J. Elahi , Jiaxin Han , Hanni Lux , Yago Ascasibar , Peter Behroozi , Alexander Knebe , Stuart I. Muldrew , Julian Onions , Frazer Pearce

We present a new algorithm for identifying the substructure within simulated dark matter haloes. The method is an extension of that proposed by Tormen et al. (2004) and Giocoli et al. (2008a), which identifies a subhalo as a group of…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-14 Carlo Giocoli , Giuseppe Tormen , Ravi K. Sheth , Frank C. van den Bosch

Various laboratory-based experiments are underway attempting to detect dark matter directly. The event rates and detailed signals expected in these experiments depend on the dark matter phase space distribution on sub-milliparsec scales.…

Astrophysics · Physics 2011-08-31 Daniele S. M. Fantin , Michael R. Merrifield , Anne M. Green

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…

Cosmological simulations are essential for inferring cosmological and galaxy population properties based on forward-modelling, but this typically requires finding the population of (sub)haloes and galaxies that they contain. The properties…

Cosmology and Nongalactic Astrophysics · Physics 2025-09-04 Victor J. Forouhar Moreno , John Helly , Robert McGibbon , Joop Schaye , Matthieu Schaller , Jiaxin Han , Roi Kugel , Yannick M. Bahe

Despite the Milky Way's proximity to us, our knowledge of its dark matter halo is fairly limited, and there is still considerable uncertainty in its halo mass. Many past techniques have been limited by assumptions such as the Galaxy being…

Astrophysics of Galaxies · Physics 2024-04-09 Elaheh Hayati , Peter Behroozi , Ekta Patel

Due to poor observational constraints on the low-mass end of the subhalo mass function, the detection of dark matter (DM) subhalos on sub-galactic scales would provide valuable information about the nature of DM. Stellar wakes, induced by…

Astrophysics of Galaxies · Physics 2025-01-22 Sven Põder , Joosep Pata , María Benito , Isaac Alonso Asensio , Claudio Dalla Vecchia

We present a detailed comparison of the substructure properties of a single Milky Way sized dark matter halo from the Aquarius suite at five different resolutions, as identified by a variety of different (sub-)halo finders for simulations…

An important open question today is the understanding of the relevance that dark matter (DM) halo substructure may have for DM searches. In the standard cosmological framework, subhalos are predicted to be largely abundant inside larger…

High Energy Astrophysical Phenomena · Physics 2020-07-06 Miguel Angel Sanchez Conde , Michele Doro

We describe a new algorithm for finding substructures within dark matter haloes from N-body simulations. The algorithm relies upon the fact that dynamically distinct substructures in a halo will have a {\em local} velocity distribution that…

Cosmology and Nongalactic Astrophysics · Physics 2011-10-27 Pascal J. Elahi , Robert J. Thacker , Lawrence M. Widrow

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…

Cosmology and Nongalactic Astrophysics · Physics 2022-11-07 Pascale Berner , Alexandre Refregier , Raphael Sgier , Tomasz Kacprzak , Luca Tortorelli , Pierluigi Monaco

The predicted abundance and properties of the low-mass substructures embedded inside larger dark matter haloes differ sharply among alternative dark matter models. Too small to host galaxies themselves, these subhaloes may still be detected…

(Abridged) We present a semi-analytic model for Cold Dark Matter halo substructure that can be used as a framework for studying galaxy formation and an ingredient in halo models of galaxy clustering. We perform a comprehensive comparison of…

Context. New-generation cosmological simulations are providing huge amounts of data, whose analysis becomes itself a cutting-edge computational problem. In particular, the identification of gravitationally bound structures, known as halo…

Instrumentation and Methods for Astrophysics · Physics 2022-08-10 David Vallés-Pérez , Susana Planelles , Vicent Quilis

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
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