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Mapping galaxies at low Galactic latitudes and determining their clustering status are fundamental steps in defining the large-scale structure in the nearby Universe. The VVV Near-IR Galaxy Catalogue (VVV NIRGC) allows us to explore this…

We introduce a new method for stacking voids and deriving their profile that greatly increases the potential of voids as a tool for precision cosmology. Given that voids are highly non-spherical and have most of their mass at their edge,…

Cosmology and Nongalactic Astrophysics · Physics 2016-05-17 Marius Cautun , Yan-Chuan Cai , Carlos S. Frenk

We present a comparison of the properties of galaxies in the most underdense regions of the Universe, where the galaxy number density is less than 10% of the mean density, with galaxies from more typical regions. We have compiled a sample…

Cosmic voids are underdense regions within the large-scale structure of the Universe, spanning a wide range of physical scales - from a few megaparsecs (Mpc) to the largest observable structures. Their distinctive properties make them…

Since the Voronoi diagram appears in many applications, the topic of improving its computational efficiency remains attractive. We propose a novel yet efficient method to compute Voronoi diagrams bounded by a given domain, i.e., the clipped…

Graphics · Computer Science 2026-02-17 Yanyang Xiao , Juan Cao , Zhonggui Chen

We present VELOCIraptor, a massively parallel galaxy/(sub)halo finder that is also capable of robustly identifying tidally disrupted objects and separate stellar halos from galaxies. The code is written in c++11, use the MPI and OpenMP…

The size, shape and degree of emptiness of void interiors sheds light on the details of galaxy formation. A particularly interesting question is whether void interiors are completely empty or contain a dwarf population. However the nearby…

Instrumentation and Methods for Astrophysics · Physics 2016-07-21 Brian K. Bucklein , J. Ward Moody , Eric G. Hintz

In this paper, we propose to compute Voronoi diagrams over mesh surfaces driven by an arbitrary geodesic distance solver, assuming that the input is a triangle mesh as well as a collection of sites $P=\{p_i\}_{i=1}^m$ on the surface. We…

Computational Geometry · Computer Science 2022-12-20 Shiqing Xin , Pengfei Wang , Rui Xu , Dongming Yan , Shuangmin Chen , Wenping Wang , Caiming Zhang , Changhe Tu

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

Baryonic Acoustic Oscillations (BAOs) studies based on the clustering of voids and matter tracers provide important constraints on cosmological parameters related to the expansion of the Universe. However, modelling the void exclusion…

Cosmology and Nongalactic Astrophysics · Physics 2023-07-18 Andrei Variu , Cheng Zhao , Daniel Forero-Sánchez , Chia-Hsun Chuang , Francisco-Shu Kitaura , Charling Tao , Amélie Tamone , Jean-Paul Kneib

We investigate the basic properties of voids from high resolution, cosmological N-body simulations of {\Lambda}-dominated cold dark matter ({\Lambda}CDM) models, in order to compare with the analytical model of Sheth and van de Weygaert…

Cosmology and Nongalactic Astrophysics · Physics 2019-10-08 Hei Yin Jowett Chan , Masashi Chiba , Tomoaki Ishiyama

The large under-dense regions in the cosmological matter density field, known as cosmic voids, are powerful probes of cosmology but their potential is currently under-exploited. Observationally, voids are identified within the large scale…

Cosmology and Nongalactic Astrophysics · Physics 2025-04-14 Andrés N. Salcedo , Alice Pisani , Nico Hamaus

We compare the reduced void probability function (VPF) inside and outside of cosmic voids in the TNG300-1 simulation, both in real and simulated redshift space. The VPF is a special case of the counts-in-cells approach for extracting…

Cosmology and Nongalactic Astrophysics · Physics 2023-11-23 Federico Dávila-Kurbán , Andrés N. Ruiz , Dante Paz , Diego Garcia Lambas

We present a comparison between approximated methods for the construction of mock catalogs based on the halo-bias mapping technique. To this end, we use as reference a high resolution $N$-body simulation of 3840$^3$ dark matter particles on…

Optimized spatial partitioning algorithms are the corner stone of many successful experimental designs and statistical methods. Of these algorithms, the Centroidal Voronoi Tessellation (CVT) is the most widely utilized. CVT based methods…

Methodology · Statistics 2017-01-20 Casey Kneale , Dominic Poerio , Karl S. Booksh

Voids are parts of the cosmic web least affected by non-linearities and baryonic feedback. We thus calculate the sensitivity of voids to the nature of dark matter (DM), using ultra-light axions as a concrete model and the ongoing Dark…

Cosmology and Nongalactic Astrophysics · Physics 2026-02-27 Alexander Spencer London , Keir K. Rogers , Alex Laguë , Renée Hložek , Zara Zaman

The size distribution of mini-filaments in voids has been derived from the Millennium Run halo catalogs at redshifts z=0,0.5,1 and 2. It is assumed that the primordial tidal field originated the presence of filamentary substructures in…

Astrophysics · Physics 2015-05-13 Daeseong Park , Jounghun Lee

Multivariate data is often visualized using linear projections, produced by techniques such as principal component analysis, linear discriminant analysis, and projection pursuit. A problem with projections is that they obscure low and high…

Computation · Statistics 2022-03-28 Ursula Laa , Dianne Cook , Andreas Buja , German Valencia

We measure weak lensing mass profiles of voids from a volume-limited sample of SDSS Luminous Red Galaxies (LRGs). We find voids using an algorithm designed to maximize the lensing signal by dividing the survey volume into 2D slices, and…

Cosmology and Nongalactic Astrophysics · Physics 2016-12-12 Joseph Clampitt , Bhuvnesh Jain

We present the results of a series of cosmological $N$-body simulations of a Vector Dark Energy (VDE) model, performed using a suitably modified version of the publicly available \texttt{GADGET}-2 code. The setups of our simulations were…

Cosmology and Nongalactic Astrophysics · Physics 2015-06-05 Edoardo Carlesi , Alexander Knebe , Gustavo Yepes , Stefan Gottloeber , Jose Beltran Jimenez , Antonio L. Maroto