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The Atacama Cosmology Telescope: DR6 Power Spectrum Foreground Model and ValidationWe discuss the model of astrophysical emission at millimeter wavelengths used to characterize foregrounds in the multi-frequency power spectra of the Atacama Cosmology Telescope (ACT) Data Release 6 (DR6), expanding on Louis et al. (2025) (2503.14452). We detail several tests to validate the capability of the DR6 parametric foreground model to describe current observations and complex simulations, and show that cosmological parameter constraints are robust against model extensions and variations. We demonstrate consistency of the model with pre-DR6 ACT data and observations from Planck and the South Pole Telescope. We evaluate the implications of using different foreground templates and extending the model with new components and/or free parameters. In all scenarios, the DR6 ΛCDM and ΛCDM+Neff cosmological parameters shift by less than 0.5σ relative to the baseline constraints. Some foreground parameters shift more; we estimate their systematic uncertainties associated with modeling choices. From our constraint on the kinematic Sunyaev-Zel'dovich power, we obtain a conservative limit on the duration of reionization of Δzrei < 4.4, assuming a reionization midpoint consistent with optical depth measurements and a minimal low-redshift contribution, with varying assumptions for this component leading to tighter limits. Finally, we analyze realistic non-Gaussian, correlated microwave sky simulations containing Galactic and extragalactic foreground fields, built independently of the DR6 parametric foreground model. Processing these simulations through the DR6 power spectrum and likelihood pipeline, we recover the input cosmological parameters of the underlying cosmic microwave background field, a new demonstration for small-scale CMB analysis. These tests validate the robustness of the ACT DR6 foreground model and cosmological parameter constraints.
Document ID
20250010490
Acquisition Source
Goddard Space Flight Center
Document Type
Reprint (Version printed in journal)
Authors
Benjamin Beringue ORCID
(Université Paris Cité Paris, France)
Kristen M Surrao ORCID
(Columbia University New York, United States)
J Colin Hill ORCID
(Flatiron Institute New York, New York, United States)
Zachary Atkins ORCID
(Princeton University Princeton, United States)
Nicholas Battaglia ORCID
(Cornell University Ithaca, United States)
Boris Bolliet ORCID
(Kavli Institute for Particle Astrophysics and Cosmology Menlo Park, United States)
Erminia Calabrese ORCID
(Cardiff University Cardiff, United Kingdom)
Steve K Choi ORCID
(University of California, Riverside Riverside, United States)
Susan E Clark ORCID
(Stanford University Stanford, United States)
Adriaan J Duivenvoorden ORCID
(Max Planck Institute for Astrophysics Garching, Germany)
Jo Dunkley ORCID
(Princeton University Princeton, United States)
Serena Giardiello ORCID
(Cardiff University Cardiff, United Kingdom)
Samuel Goldstein ORCID
(Columbia University New York, United States)
Brandon S Hensley ORCID
(Jet Propulsion Laboratory La Cañada Flintridge, United States)
Renee Hložek ORCID
(University of Toronto Toronto, Canada)
Hidde T Jense ORCID
(Cardiff University Cardiff, United Kingdom)
Darby Kramer ORCID
(Arizona State University Tempe, United States)
Adrien La Posta ORCID
(University of Oxford Oxford, United Kingdom)
Thibaut Louis ORCID
(Université Paris-Saclay Gif-sur-Yvette, France)
Yogesh Mehta ORCID
(Arizona State University Tempe, United States)
Kavilan Moodley ORCID
(University of KwaZulu-Natal Durban, South Africa)
Sigurd Naess ORCID
(University of Oslo Oslo, Norway)
Bruce Partridge ORCID
(Haverford College Haverford, United States)
Frank J Qu ORCID
(Stanford University Stanford, United States)
Bernardita Ried Guachalla ORCID
(Stanford University Stanford, United States)
Neelima Sehgal ORCID
(Stony Brook University Stony Brook, United States)
Cristóbal Sifón ORCID
(Pontificia Universidad Católica de Valparaíso Valparaíso, Chile)
Suzanne T Staggs ORCID
(Princeton University Princeton, United States)
Hy Trac ORCID
(Carnegie Mellon University Australia Adelaide, Australia)
Alexander Van Engelen ORCID
(Arizona State University Tempe, United States)
Edward J Wollack ORCID
(Goddard Space Flight Center Greenbelt, United States)
Date Acquired
November 19, 2025
Publication Date
October 21, 2025
Publication Information
Publication: Journal of Cosmology and Astroparticle Physics
Publisher: Journal of Cosmology and Astroparticle Physics
Issue: 11
e-ISSN: 1475-7516
Subject Category
Astronomy
Funding Number(s)
WBS: 832911
CONTRACT_GRANT: 849169
CONTRACT_GRANT: DGE 2036197
CONTRACT_GRANT: AST-2108126
CONTRACT_GRANT: ST/W002892/1
CONTRACT_GRANT: ST/X006360/1
CONTRACT_GRANT: AST-2307727
CONTRACT_GRANT: RGPIN-2025-06483
CONTRACT_GRANT: DE-SC0025309
PROJECT: FB210003
CONTRACT_GRANT: DE-AC02-05CH11231
CONTRACT_GRANT: 1G20RR030893-01
CONTRACT_GRANT: C090171
CONTRACT_GRANT: AST-0408698
CONTRACT_GRANT: AST-0965625
CONTRACT_GRANT: AST-1440226
CONTRACT_GRANT: PHY-0355328
CONTRACT_GRANT: PHY-0855887
CONTRACT_GRANT: PHY-1214379
CONTRACT_GRANT: NNX13AE56G
CONTRACT_GRANT: NNX14AB58G
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Technical Review
Single Expert
Keywords
Sunyaev-Zeldovich effect
CMBR theory
CMBR experiments
cosmological parameters
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