On the redshift evolution of the spin parameter in cosmological simulations

Abstract Although the spin parameter of dark matter halos is well known to follow a log-normal distribution at fixed epoch, its quantitative redshift evolution - encompassing both the mean and the dispersion - remains only partially explored. Prior studies either lack the mass resolution required to establish reliable evolutionary trends or do not provide analytical relations that enable forward modelling. Using a suite of ΛCDM N-body simulations with controlled resolution across the redshift range 0 ≤ z ≤ 5, we characterise the evolution of the mean and dispersion of the Peebles (λ) and Bullock (λ′) definitions of spin. We find a mild but statistically robust linear evolution for ln λ and a non-monotonic trend with a turnover at z ≈ 1 – 2 for ln λ′, which we verify are unaffected by mass resolution of choice of halo definition. We provide closed-form fitting functions for these trends that allow modellers to draw physically motivated spin values at any redshift within our range of validity. This is a practical, redshift-dependent alternative to the common assumption of a constant spin distribution, and provides a useful input to semi-empirical and semi-analytic models of galaxy formation.

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Publication Details

Journal
Publications of the Astronomical Society of Australia
Published
2026-04-30
DOI
https://doi.org/10.1017/pasa.2026.10201
Primary Topic
Galaxies: Formation, Evolution, Phenomena
Type
article
Field-Weighted Citation Impact
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article

On the redshift evolution of the spin parameter in cosmological simulations

Alexander Knebe, Robert Adriel Mostoghiu Paun, Adam Ussing, Chris Power et al.
Publications of the Astronomical Society of Australia
Galaxies: Formation, Evolution, Phenomena
article

On the redshift evolution of the spin parameter in cosmological simulations

Alexander Knebe, Robert Adriel Mostoghiu Paun, Adam Ussing, Chris Power, Tomas Riera
article en

Abstract

Abstract Although the spin parameter of dark matter halos is well known to follow a log-normal distribution at fixed epoch, its quantitative redshift evolution - encompassing both the mean and the dispersion - remains only partially explored. Prior studies either lack the mass resolution required to establish reliable evolutionary trends or do not provide analytical relations that enable forward modelling. Using a suite of ΛCDM N-body simulations with controlled resolution across the redshift range 0 ≤ z ≤ 5, we characterise the evolution of the mean and dispersion of the Peebles (λ) and Bullock (λ′) definitions of spin. We find a mild but statistically robust linear evolution for ln λ and a non-monotonic trend with a turnover at z ≈ 1 – 2 for ln λ′, which we verify are unaffected by mass resolution of choice of halo definition. We provide closed-form fitting functions for these trends that allow modellers to draw physically motivated spin values at any redshift within our range of validity. This is a practical, redshift-dependent alternative to the common assumption of a constant spin distribution, and provides a useful input to semi-empirical and semi-analytic models of galaxy formation.

Publications of the Astronomical Society of Australia
Australian Research Council (AU), The University of Western Australia (AU), Swinburne University of Technology (AU), Universidad Autónoma de Madrid (ES)
Openalex Percentile: Top 6%
Galaxies: Formation, Evolution, Phenomena
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