The superclustering of hot gas: cosmological sensitivity in the Websky simulations

Abstract Combinations of galaxy surveys and cosmic microwave background secondaries, such as the thermal Sunyaev Zel'dovich (tSZ) effect, are increasingly being used to jointly constrain cosmology and astrophysical properties of the gas within and beyond halos. Standard cross-correlations measure a directionless correlation between the microwave maps and galaxy catalogs. However, more information about the cosmic web structure can be captured by summary statistics which include environmental constraints and measure oriented correlations along axes of structure, such as filaments or superclusters. This work studies the sensitivity of multipole moments of constrained oriented stacks, a directional and environmentally-dependent statistic, to variations in cosmological and astrophysical parameters. We run nine different 2.4 Gpc-per-side simulations with the Websky algorithm, varying the dark matter energy density within flat ΛCDM, and create mock tSZ maps with each. We also apply six different gas prescriptions, imitating AGN feedback variations, to the fiducial cosmology. We analyze oriented stacks of the tSZ signal in supercluster regions in each simulation, focusing on signal out to ∼ 20 transverse Mpc from massive ( M > 5 × 10 13 M ⊙ ) halos. The cosmology variations affect anisotropic and isotropic measurements similarly, while the halo-pasted gas variations mostly affect the isotropic signal. Our results suggest it is worthwhile to incorporate directional information into SZ-galaxy cross-correlations to increase cosmological sensitivity and help break degeneracies with gas physics.

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Journal
Journal of Cosmology and Astroparticle Physics
Published
2026-05-01
DOI
https://doi.org/10.1088/1475-7516/2026/05/011
Primary Topic
Galaxies: Formation, Evolution, Phenomena
Type
article
Field-Weighted Citation Impact
0.00

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article

The superclustering of hot gas: cosmological sensitivity in the Websky simulations

Renée Hložek, Martine Lokken, Alexander van Engelen, Norman Carlson et al.
Journal of Cosmology and Astroparticle Physics
Galaxies: Formation, Evolution, Phenomena
article

The superclustering of hot gas: cosmological sensitivity in the Websky simulations

Renée Hložek, Martine Lokken, Alexander van Engelen, Norman Carlson, J. R. Bond, Zhen Li
article en

Abstract

Abstract Combinations of galaxy surveys and cosmic microwave background secondaries, such as the thermal Sunyaev Zel'dovich (tSZ) effect, are increasingly being used to jointly constrain cosmology and astrophysical properties of the gas within and beyond halos. Standard cross-correlations measure a directionless correlation between the microwave maps and galaxy catalogs. However, more information about the cosmic web structure can be captured by summary statistics which include environmental constraints and measure oriented correlations along axes of structure, such as filaments or superclusters. This work studies the sensitivity of multipole moments of constrained oriented stacks, a directional and environmentally-dependent statistic, to variations in cosmological and astrophysical parameters. We run nine different 2.4 Gpc-per-side simulations with the Websky algorithm, varying the dark matter energy density within flat ΛCDM, and create mock tSZ maps with each. We also apply six different gas prescriptions, imitating AGN feedback variations, to the fiducial cosmology. We analyze oriented stacks of the tSZ signal in supercluster regions in each simulation, focusing on signal out to ∼ 20 transverse Mpc from massive ( M > 5 × 10 13 M ⊙ ) halos. The cosmology variations affect anisotropic and isotropic measurements similarly, while the halo-pasted gas variations mostly affect the isotropic signal. Our results suggest it is worthwhile to incorporate directional information into SZ-galaxy cross-correlations to increase cosmological sensitivity and help break degeneracies with gas physics.

Journal of Cosmology and Astroparticle PhysicsVol. 2026(05)
Berkeley College (US), University of Toronto (CA), Institute for High Energy Physics (ES), Canadian Institute for Theoretical Astrophysics (CA), Arizona State University (US)
Government of Ontario, Centres de Recerca de Catalunya, Generalitat de Catalunya, University of Toronto, Ministerio de Ciencia e Innovación, Institut de Física d'Altes Energies, Natural Sciences and Engineering Research Council of Canada, Agencia Estatal de Investigación
Openalex Percentile: Top 99%
Galaxies: Formation, Evolution, Phenomena
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