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Cosmic voids are effective cosmological probes to discriminate among competing world models. Their identification is generally based on density or geometry criteria that, because of their very nature, are prone to shot noise. We propose two…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-23 Andrii Elyiv , Federico Marulli , Giorgia Pollina , Marco Baldi , Enzo Branchini , Andrea Cimatti , Lauro Moscardini

The statistical study of voids in the matter distribution promises to be an important tool for precision cosmology, but there are known discrepancies between theoretical models of voids and the voids actually found in large simulations or…

Cosmology and Nongalactic Astrophysics · Physics 2016-01-19 Seshadri Nadathur , Shaun Hotchkiss

Cosmic voids are key elements in our understanding of the large-scale structure of the Universe. They are crucial to constrain cosmological parameters, understand the structure formation and evolution of our Universe, and they could also be…

Cosmology and Nongalactic Astrophysics · Physics 2025-12-02 Óscar Monllor-Berbegal , David Vallés-Pérez , Susana Planelles , Vicent Quilis

ZOBOV (ZOnes Bordering On Voidness) is an algorithm that finds density depressions in a set of points, without any free parameters, or assumptions about shape. It uses the Voronoi tessellation to estimate densities, which it uses to find…

Astrophysics · Physics 2008-05-15 Mark C. Neyrinck

Cosmic voids are large, nearly empty regions that lie between the web of galaxies, filaments and walls, and are recognized for their extensive applications in the field of cosmology and astrophysics. Despite their significance, a universal…

Instrumentation and Methods for Astrophysics · Physics 2025-12-02 P. Ghafour , S. Tavasoli , M. R. Shojaei

We explore how the definition of a void influences the conclusions drawn about the impact of the void environment on galactic properties using two void-finding algorithms in the Void Analysis Software Toolkit: V2, a Python implementation of…

Astrophysics of Galaxies · Physics 2024-04-01 Fatima Zaidouni , Dahlia Veyrat , Kelly A. Douglass , Segev BenZvi

Despite a history that dates back at least a quarter of a century studies of voids in the large--scale structure of the Universe are bedevilled by a major problem: there exist a large number of quite different void--finding algorithms, a…

Voids are the most prominent feature of the LSS of the universe. Still, they have been generally ignored in quantitative analysis of it, essentially due to the lack of an objective tool to identify and quantify the voids. To overcome this,…

Astrophysics · Physics 2008-11-26 Hagai El-Ad , Tsvi Piran

How do observed voids relate to the underlying dark matter distribution? To examine the spatial distribution of dark matter contained within voids identified in galaxy surveys, we apply Halo Occupation Distribution models representing…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-17 P. M. Sutter , Guilhem Lavaux , Benjamin D. Wandelt , David H. Weinberg , Michael S. Warren

We study how the properties of cosmic voids depend on those of the tracer galaxy populations in which they are identified. We use a suite of halo occupation distribution (HOD) mocks in a simulation, identify voids in these populations using…

Cosmology and Nongalactic Astrophysics · Physics 2015-10-07 Seshadri Nadathur , Shaun Hotchkiss

The sizes and shapes of voids in a galaxy survey depend not only on the physics of structure formation, but also on the sampling density of the survey and on the algorithm used to define voids. Using an N-body simulation with a CDM power…

Astrophysics · Physics 2009-10-31 Jason D. Schmidt , Barbara S. Ryden , Adrian L. Melott

In this work, we present a study of the void lensing signal or the excess surface mass density (ESMD) around cosmic voids. First, we propose a new void-finder algorithm that is designed to capture the ESMD around voids. We compare our…

Cosmology and Nongalactic Astrophysics · Physics 2023-11-27 Renan Boschetti , Pauline Vielzeuf , Marie-Claude Cousinou , Stephanie Escoffier , Eric Jullo

We introduce a new approach for identifying and characterizing voids within two-dimensional (2D) point distributions through the integration of Delaunay triangulation and Voronoi diagrams, combined with a Minimal Distance Scoring algorithm.…

Computational Geometry · Computer Science 2024-01-01 Netzer Moriya

We study the formation and evolution of voids in the dark matter distribution using various simulations of the popular $\Lambda$ Cold Dark Matter cosmogony. We identify voids by requiring them to be regions of space with a mean overdensity…

Astrophysics · Physics 2009-11-10 Joerg M. Colberg , Ravi K. Sheth , Antonaldo Diaferio , Liang Gao , Naoki Yoshida

We study the nature of voids defined as single-stream regions that have not undergone shell-crossing. We use ORIGAMI to determine the cosmic web morphology of each dark matter particle in a suite of cosmological $N$-body simulations, which…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-14 Bridget Falck , Mark C. Neyrinck

We use the void probability function to compare the redshift--space galaxy distribution in the Perseus--Pisces survey with artificial samples from N-body simulations of standard cold dark matter (CDM) and broken scale invariance (BSI)…

Astrophysics · Physics 2009-10-28 S. Ghigna , S. A. Bonometto , J. Retzlaff , S. Gottloeber , G. Murante

Context. Cosmic voids are vast underdense regions in the cosmic web that encode crucial information about structure formation, the composition of the Universe, and its expansion history. Due to their lower density, these regions are less…

Cosmology and Nongalactic Astrophysics · Physics 2026-01-14 M. D. Lepinzan , C. T. Davies , T. Castro , N. Schuster , J. Mohr , P. Monaco

We present the ORIGAMI method of identifying structures, particularly halos, in cosmological N-body simulations. Structure formation can be thought of as the folding of an initially flat three-dimensional manifold in six-dimensional phase…

Cosmology and Nongalactic Astrophysics · Physics 2014-08-04 Bridget L. Falck , Mark C. Neyrinck , Alexander S. Szalay

Cosmic voids are a key component of the large-scale structure that contain a plethora of cosmological information. Typically, voids are identified from the underlying galaxy distribution, which is a biased tracer of the total matter field.…

Cosmology and Nongalactic Astrophysics · Physics 2020-11-04 Christopher T. Davies , Enrique Paillas , Marius Cautun , Baojiu Li

We present VIDE, the Void IDentification and Examination toolkit, an open-source Python/C++ code for finding cosmic voids in galaxy redshift surveys and N-body simulations, characterizing their properties, and providing a platform for more…

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