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Hauptverfasser: de Belsunce, Roger, Ivanov, Mikhail M., Sullivan, James M., Akitsu, Kazuyuki, Chen, Shi-Fan
Format: Preprint
Veröffentlicht: 2025
Schlagworte:
Online-Zugang:https://arxiv.org/abs/2507.00284
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author de Belsunce, Roger
Ivanov, Mikhail M.
Sullivan, James M.
Akitsu, Kazuyuki
Chen, Shi-Fan
author_facet de Belsunce, Roger
Ivanov, Mikhail M.
Sullivan, James M.
Akitsu, Kazuyuki
Chen, Shi-Fan
contents The distribution of absorption lines in the spectra of distant quasars, called the Lyman-$α$ (Ly-$α$) forest, is a unique probe of cosmology and the intergalactic medium at high redshifts and small scales. The statistical power of ongoing redshift surveys demands precise theoretical tools to model the Ly-$α$ forest. We address this challenge by developing an analytic, perturbative forward model to predict the Ly-$α$ forest at the field level for a given set of cosmological initial conditions. Our model shows a remarkable performance when compared with the Sherwood hydrodynamic simulations: it reproduces the flux distribution, the Ly-$α$ - dark matter halo cross-correlations, and the count-in-cell statistics at the percent level down to scales of a few Mpc. Our work provides crucial tools that bridge analytic modeling on large scales with simulations on small-scales, enabling field-level inference from Ly-$α$ forest data and simulation-based priors for cosmological analyses. This is especially timely for realizing the full scientific potential of the Ly-$α$ forest measurements by the Dark Energy Spectroscopic Instrument.
format Preprint
id arxiv_https___arxiv_org_abs_2507_00284
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Modeling the Cosmological Lyman-$α$ Forest at the Field Level
de Belsunce, Roger
Ivanov, Mikhail M.
Sullivan, James M.
Akitsu, Kazuyuki
Chen, Shi-Fan
Cosmology and Nongalactic Astrophysics
The distribution of absorption lines in the spectra of distant quasars, called the Lyman-$α$ (Ly-$α$) forest, is a unique probe of cosmology and the intergalactic medium at high redshifts and small scales. The statistical power of ongoing redshift surveys demands precise theoretical tools to model the Ly-$α$ forest. We address this challenge by developing an analytic, perturbative forward model to predict the Ly-$α$ forest at the field level for a given set of cosmological initial conditions. Our model shows a remarkable performance when compared with the Sherwood hydrodynamic simulations: it reproduces the flux distribution, the Ly-$α$ - dark matter halo cross-correlations, and the count-in-cell statistics at the percent level down to scales of a few Mpc. Our work provides crucial tools that bridge analytic modeling on large scales with simulations on small-scales, enabling field-level inference from Ly-$α$ forest data and simulation-based priors for cosmological analyses. This is especially timely for realizing the full scientific potential of the Ly-$α$ forest measurements by the Dark Energy Spectroscopic Instrument.
title Modeling the Cosmological Lyman-$α$ Forest at the Field Level
topic Cosmology and Nongalactic Astrophysics
url https://arxiv.org/abs/2507.00284