On the redshift evolution of the spin parameter in cosmological simulations

Fuente: arXiv
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Autori principali: Riera, Tomas, Knebe, Alexander, Power, Chris, Paun, Robert Adriel Mostoghiu, Ussing, Adam
Natura: Preprint
Pubblicazione: 2026
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author Riera, Tomas
Knebe, Alexander
Power, Chris
Paun, Robert Adriel Mostoghiu
Ussing, Adam
author_facet Riera, Tomas
Knebe, Alexander
Power, Chris
Paun, Robert Adriel Mostoghiu
Ussing, Adam
contents 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 LCDM 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 (lambda) and Bullock (lambda') definitions of spin. We find a mild but statistically robust linear evolution for ln(lambda) and a non-monotonic trend with a turnover at z ~ 1 - 2 for ln lambda', 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.
format Preprint
id arxiv_https___arxiv_org_abs_2604_22738
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle On the redshift evolution of the spin parameter in cosmological simulations
Riera, Tomas
Knebe, Alexander
Power, Chris
Paun, Robert Adriel Mostoghiu
Ussing, Adam
Cosmology and Nongalactic Astrophysics
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 LCDM 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 (lambda) and Bullock (lambda') definitions of spin. We find a mild but statistically robust linear evolution for ln(lambda) and a non-monotonic trend with a turnover at z ~ 1 - 2 for ln lambda', 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.
title On the redshift evolution of the spin parameter in cosmological simulations
topic Cosmology and Nongalactic Astrophysics
url https://arxiv.org/abs/2604.22738