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Accurate N -body simulations with local primordial non-Gaussianities: Initial conditions and aliasing

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Abstract

The new generation of galaxy surveys designed to constrain local primordial non-Gaussianity (PNG) requires N-body simulations that accurately reproduce its effects. In this work, we explore various prescriptions for the initial conditions of simulations with PNG, seeking to optimise accuracy and minimise numerical errors, particularly due to aliasing. We used 186 runs that vary the starting redshift, Lagrangian Perturbation Theory (LPT) order, and non-Gaussianities (f NLlocal and g NLlocal). Starting with third order LPT (3LPT) at a redshift as low as z start ≃ 11.5 reproduces to <1% the power spectrum, bispectrum, and halo mass function of a high-resolution reference simulation. The aliasing induced by the PNG terms in the power spectrum produces a ≤3% excess for small-scales at the initial conditions. This excess drops below 0.1% by z = 0. State-of-the-art initial condition generators show a sub-percent agreement. We show that initial conditions for simulations with PNG should be established at a lower redshift using higher-order LPT schemes. We also show that removing the PNG aliasing signal is unnecessary for current simulations. The methodology proposed here can accelerate the generation of simulations with PNG while enhancing their accuracy.

Original languageEnglish
Article numberA20
JournalAstronomy and Astrophysics
Volume705
DOIs
Publication statusPublished - 1 Jan 2026

Funding

We thank Adrian Bayer for discussions about the draft andhelping with FastPM. We also thank Thomas Flöss and Raul Angulo for veryuseful discussions during the early elaboration of this paper. We also thankthe ‘Centro de Ciencias de Benasque Pedro Pascual’ and the ‘UnderstandingCosmological Observations’ workshop held within it, as they helped initiatingthis project. AGA gratefully acknowledges all the members of the Data Sciencein Astrophysics & Cosmology Group at the University of Vienna for hostingme as an intern for three months during the development of this work underthe Erasmus+Prácticas programme 2023-1-ES01-KA131-HED-000116324. Thisworkhasbeensupported byMinisterio de Ciencia e Innovación (MICINN) underthe following research grants: PID2021-122603NB-C21 (AGA, VGP, GY) andPID2021-123012NB (AGA, SA). SA has been supported by the Ramon y Cajalfellowship (RYC2022-037311-I) funded by MCIN/AEI/10.13039/501100011033(Spain) and Social European Funds plus (FSE+). VGP has been supported by theAtracción de Talento Contract no. 2019-T1/TIC-12702 and 2023-5A/TIC-28943granted by the Comunidad de Madridin Spain. MMissupportedbytheMICINNproject PID2022-141079NB-C32 The simulations presented in this paper wererun in the Hydra cluster of the IFT and in Finisterrae-3 in CESGA under theproject AECT-2024-3-0030. The analysis in this work has also been carried outin the computing cluster at UAM (TAURUS).

Austrian Fields of Science 2012

  • 103003 Astronomy
  • 103004 Astrophysics

Keywords

  • large-scale structure of Universe
  • methods: numerical

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