Higher order initial conditions with massive neutrinos

Type: Article

Publication Date: 2022-08-24

Citations: 16

DOI: https://doi.org/10.1093/mnras/stac2365

Abstract

The discovery that neutrinos have mass has important consequences for cosmology. The main effect of massive neutrinos is to suppress the growth of cosmic structure on small scales. Such growth can be accurately modelled using cosmological $N$-body simulations, but doing so requires accurate initial conditions (ICs). There is a trade-off, especially with first-order ICs, between truncation errors for late starts and discreteness and relativistic errors for early starts. Errors can be minimized by starting simulations at late times using higher-order ICs. In this paper, we show that neutrino effects can be absorbed into scale-independent coefficients in higher-order Lagrangian perturbation theory (LPT). This clears the way for the use of higher-order ICs for massive neutrino simulations. We demonstrate that going to higher order substantially improves the accuracy of simulations. To match the sensitivity of surveys like DESI and Euclid, errors in the matter power spectrum should be well below 1%. However, we find that first-order Zel'dovich ICs lead to much larger errors, even when starting as early as $z=127$, exceeding 1% at $z=0$ for $k>0.5\text{ Mpc}^{-1}$ for the power spectrum and $k>0.1\text{ Mpc}^{-1}$ for the equilateral bispectrum in our simulations. Ratios of power spectra with different neutrino masses are more robust than absolute statistics, but still depend on the choice of ICs. For all statistics considered, we obtain 1% agreement between 2LPT and 3LPT at $z=0$.

Locations

  • Monthly Notices of the Royal Astronomical Society - View
  • arXiv (Cornell University) - View - PDF
  • Archivio istituzionale della ricerca (Alma Mater Studiorum UniversitĂ  di Bologna) - View - PDF
  • CERN Document Server (European Organization for Nuclear Research) - View - PDF
  • Durham Research Online (Durham University) - View - PDF

Similar Works

Action Title Year Authors
+ Higher-order initial conditions with massive neutrinos 2022 Willem Elbers
Carlos S. Frenk
Adrian Jenkins
Baojiu Li
Silvia Pascoli
+ Improving initialization and evolution accuracy of cosmological neutrino simulations 2023 James Sullivan
J. D. Emberson
Salman Habib
Nicholas Frontiere
+ Improving initialization and evolution accuracy of cosmological neutrino simulations 2023 James Sullivan
J. D. Emberson
Salman Habib
Nicholas Frontiere
+ PDF Chat Improving initial conditions for cosmological<i>N</i>-body simulations 2016 Lehman H. Garrison
Daniel J. Eisenstein
Douglas Ferrer
M. Metchnik
Philip A. Pinto
+ PDF Chat Accurate initial conditions for cosmological <i>N</i>-body simulations: minimizing truncation and discreteness errors 2020 Michael A. Michaux
Oliver Hahn
Cornelius Rampf
RaĂșl E. Angulo
+ PDF Chat <i>Euclid</i> preparation: IX. EuclidEmulator2 – power spectrum emulation with massive neutrinos and self-consistent dark energy perturbations 2021 Mischa Knabenhans
Joachim Stadel
D. Potter
Jeppe Dakin
Steen Hannestad
Thomas Tram
Stefano Marelli
Aurel Schneider
Romain Teyssier
P. Fosalba
+ PDF Chat Initial conditions for accurate<i>N</i>-body simulations of massive neutrino cosmologies 2016 Matteo Zennaro
J. Bel
Francisco Villaescusa-Navarro
C. Carbone
E. Sefusatti
L. Guzzo
+ PDF Chat Transients from initial conditions in cosmological simulations 2006 M. Crocce
S. Pueblas
RomĂĄn Scoccimarro
+ PDF Chat Optimizing higher order Lagrangian perturbation theory for standard CDM and BSI models 1996 A. G. Weiß
Stefan Gottlöber
Thomas Buchert
+ PDF Chat Higher order initial conditions for mixed baryon–CDM simulations 2020 Oliver Hahn
Cornelius Rampf
Cora Uhlemann
+ Beware of Fake $\nu$s: The Effect of Massive Neutrinos on the Non-Linear Evolution of Cosmic Structure 2021 Adrian E. Bayer
Arka Banerjee
UroĆĄ Seljak
+ PDF Chat <i>Euclid</i> preparation 2023 Tiago Castro
A. Fumagalli
RaĂșl E. Angulo
S. Bocquet
S. Borgani
C. Carbone
Jeppe Dakin
K. Dolag
C. Giocoli
Pierluigi Monaco
+ PDF Chat Euclid: Modelling massive neutrinos in cosmology – a code comparison 2022 Julian Adamek
RaĂșl E. Angulo
Christian Arnold
Marco Baldi
Matteo Biagetti
Benjamin Bose
C. Carbone
Tiago Castro
Jeppe Dakin
K. Dolag
+ A Minimal Model for Massive Neutrinos in Newtonian N-body Simulations 2022 Pol Heuschling
Christian Partmann
Christian Fidler
+ PDF Chat A minimal model for massive neutrinos in Newtonian N-body simulations 2022 Pol Heuschling
Christian Partmann
Christian Fidler
+ PDF Chat Neutrinos in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>N</mml:mi></mml:math> -body simulations 2021 Caio Nascimento
Marilena Loverde
+ PDF Chat Euclid preparation. XXIV. Calibration of the halo mass function in $\Lambda(\nu)$CDM cosmologies 2022 T. Castro
A. Fumagalli
R. E. Angulo
S. Bocquet
S. Borgani
C. Carbone
J. Dakin
K. Dolag
C. Giocoli
P. Monaco
+ PDF Chat Measuring neutrino masses with large-scale structure: Euclid forecast with controlled theoretical error 2019 Anton Chudaykin
Mikhail M. Ivanov
+ PDF Chat DEMNUni: the clustering of large-scale structures in the presence of massive neutrinos 2015 Emanuele Castorina
C. Carbone
J. Bel
E. Sefusatti
Klaus Dolag
+ PDF Chat MassiveNuS: cosmological massive neutrino simulations 2018 Jia Liu
Simeon Bird
José Manuel Zorrilla Matilla
J. Colin Hill
ZoltĂĄn Haiman
Mathew S. Madhavacheril
Andrea Petri
David N. Spergel

Works That Cite This (12)

Action Title Year Authors
+ PDF Chat Fast computation of non-linear power spectrum in cosmologies with massive neutrinos 2022 H. E. Noriega
Alejandro Avilés
S. Fromenteau
Mariana Vargas-Magaña
+ PDF Chat Where shadows lie: reconstruction of anisotropies in the neutrino sky 2023 Willem Elbers
Carlos S. Frenk
Adrian Jenkins
Baojiu Li
Silvia Pascoli
Jens Jasche
Guilhem Lavaux
Volker Springel
+ PDF Chat Precision redshift-space galaxy power spectra using Zel'dovich control variates 2023 Joseph DeRose
Shi-Fan Chen
Nickolas Kokron
Martin White
+ The FLAMINGO project: cosmological hydrodynamical simulations for large-scale structure and galaxy cluster surveys 2023 Joop Schaye
Roi Kugel
Matthieu Schaller
John Helly
Joey Braspenning
Willem Elbers
Ian G. McCarthy
Marcel P. van Daalen
Bert Vandenbroucke
Carlos S. Frenk
+ Improving initialization and evolution accuracy of cosmological neutrino simulations 2023 James Sullivan
J. D. Emberson
Salman Habib
Nicholas Frontiere
+ PDF Chat Flows for the masses: A multi-fluid non-linear perturbation theory for massive neutrinos 2023 Joe Zhiyu Chen
Amol Upadhye
Yvonne Y. Y. Wong
+ Hydrostatic mass bias for galaxy groups and clusters in the FLAMINGO simulations 2024 Joey Braspenning
Joop Schaye
Matthieu Schaller
Roi Kugel
Scott T. Kay
+ PDF Chat Aemulus Μ: precise predictions for matter and biased tracer power spectra in the presence of neutrinos 2023 Joseph DeRose
Nickolas Kokron
Arka Banerjee
Shi-Fan Chen
Martin White
Risa H. Wechsler
Kate Storey-Fisher
Jeremy L. Tinker
Zhongxu Zhai
+ PDF Chat The FLAMINGO project: baryonic impact on weak gravitational lensing convergence peak counts 2024 Jeger C Broxterman
Matthieu Schaller
Joop Schaye
Henk Hoekstra
Konrad Kuijken
John Helly
Roi Kugel
Joey Braspenning
Willem Elbers
Carlos S. Frenk
+ PDF Chat The FLAMINGO project: Galaxy clusters in comparison to X-ray observations 2024 Joey Braspenning
Joop Schaye
Matthieu Schaller
Ian G. McCarthy
Scott T. Kay
John Helly
Roi Kugel
Willem Elbers
Carlos S. Frenk
Juliana Kwan

Works Cited by This (44)

Action Title Year Authors
+ PDF Chat How smooth are particle trajectories in a ΛCDM Universe? 2015 Cornelius Rampf
B. Villone
U. Frisch
+ PDF Chat Recursive solutions of Lagrangian perturbation theory 2015 Takahiko Matsubara
+ PDF Chat Initial Conditions to Cosmological<i>N</i>‐Body Simulations, or, How to Run an Ensemble of Simulations 2005 Edwin Sirko
+ PDF Chat The effect of neutrinos on the matter distribution as probed by the intergalactic medium 2010 Matteo Viel
Martin G. Haehnelt
Volker Springel
+ PDF Chat Impact of Massive Neutrinos on the Nonlinear Matter Power Spectrum 2008 Shun Saito
Masahiro Takada
Atsushi Taruya
+ Linear perturbative theory of the discrete cosmological<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>N</mml:mi></mml:math>-body problem 2006 B. Marcos
Thierry Baertschiger
Michael Joyce
Andrea Gabrielli
Francesco Sylos Labini
+ PDF Chat Transients from initial conditions in cosmological simulations 2006 M. Crocce
S. Pueblas
RomĂĄn Scoccimarro
+ PDF Chat Large-scale structure of the Universe and cosmological perturbation theory 2002 Francis Bernardeau
S. Colombi
E. Gaztañaga
RomĂĄn Scoccimarro
+ PDF Chat Lagrangian theory of gravitational instability of Friedman-Lematre cosmologies - a generic third-order model for non-linear clustering 1994 Thomas Buchert
+ PDF Chat Reconstruction of the early Universe as a convex optimization problem 2003 Yann Brenier
U. Frisch
M. HĂ©non
Grégoire Loeper
S. Matarrese
Roya Mohayaee
AndreÄ­ SobolevskiÄ­