English

The Quijote simulations

Cosmology and Nongalactic Astrophysics 2021-08-17 v2 Instrumentation and Methods for Astrophysics

Abstract

The Quijote simulations are a set of 44,100 full N-body simulations spanning more than 7,000 cosmological models in the {Ωm,Ωb,h,ns,σ8,Mν,w}\{\Omega_{\rm m}, \Omega_{\rm b}, h, n_s, \sigma_8, M_\nu, w \} hyperplane. At a single redshift the simulations contain more than 8.5 trillions of particles over a combined volume of 44,100 (h1Gpc)3(h^{-1}{\rm Gpc})^3; each simulation follow the evolution of 2563256^3, 5123512^3 or 102431024^3 particles in a box of 1 h1Gpc1~h^{-1}{\rm Gpc} length. Billions of dark matter halos and cosmic voids have been identified in the simulations, whose runs required more than 35 million core hours. The Quijote simulations have been designed for two main purposes: 1) to quantify the information content on cosmological observables, and 2) to provide enough data to train machine learning algorithms. In this paper we describe the simulations and show a few of their applications. We also release the Petabyte of data generated, comprising hundreds of thousands of simulation snapshots at multiple redshifts, halo and void catalogs, together with millions of summary statistics such as power spectra, bispectra, correlation functions, marked power spectra, and estimated probability density functions.

Cite

@article{arxiv.1909.05273,
  title  = {The Quijote simulations},
  author = {Francisco Villaescusa-Navarro and ChangHoon Hahn and Elena Massara and Arka Banerjee and Ana Maria Delgado and Doogesh Kodi Ramanah and Tom Charnock and Elena Giusarma and Yin Li and Erwan Allys and Antoine Brochard and Cora Uhlemann and Chi-Ting Chiang and Siyu He and Alice Pisani and Andrej Obuljen and Yu Feng and Emanuele Castorina and Gabriella Contardo and Christina D. Kreisch and Andrina Nicola and Justin Alsing and Roman Scoccimarro and Licia Verde and Matteo Viel and Shirley Ho and Stephane Mallat and Benjamin Wandelt and David N. Spergel},
  journal= {arXiv preprint arXiv:1909.05273},
  year   = {2021}
}

Comments

20 pages, 15 figures. Matches published version. Simulations publicly available at https://github.com/franciscovillaescusa/Quijote-simulations

R2 v1 2026-06-23T11:12:42.837Z