The Atacama Cosmology Telescope: DR6 power spectra, likelihoods and ΛCDM parameters

Journal of Cosmology and Astroparticle Physics IOP Publishing 2025:11 (2025) 062

Authors:

Thibaut Louis, Adrien La Posta, Zachary Atkins, Hidde T Jense, Irene Abril-Cabezas, Graeme E Addison, Peter AR Ade, Simone Aiola, Tommy Alford, David Alonso, Mandana Amiri, Rui An, Jason E Austermann, Eleonora Barbavara, Nicholas Battaglia, Elia Stefano Battistelli, James A Beall, Rachel Bean, Ali Beheshti, Benjamin Beringue, Tanay Bhandarkar, Emily Biermann, Boris Bolliet, J Richard Bond, Erminia Calabrese, Valentina Capalbo, Felipe Carrero, Shi-Fan Chen, Grace Chesmore, Hsiao-mei Cho, Steve K Choi, Susan E Clark, Nicholas F Cothard, Kevin Coughlin, William Coulton, Devin Crichton, Kevin T Crowley, Omar Darwish, Mark J Devlin, Simon Dicker, Cody J Duell, Shannon M Duff, Adriaan J Duivenvoorden, Jo Dunkley, Rolando Dunner, Carmen Embil Villagra, Max Fankhanel, Gerrit S Farren, Simone Ferraro, Allen Foster, Rodrigo Freundt, Brittany Fuzia, Patricio A Gallardo, Xavier Garrido, Martina Gerbino, Serena Giardiello, Ajay Gill, Jahmour Givans, Vera Gluscevic, Samuel Goldstein, Joseph E Golec, Yulin Gong, Yilun Guan, Mark Halpern, Ian Harrison, Matthew Hasselfield, Erin Healy, Shawn Henderson, Brandon Hensley, Carlos Hervías-Caimapo, J Colin Hill, Gene C Hilton, Matt Hilton, Adam D Hincks, Renée Hložek, Shuay-Pwu Patty Ho, John Hood, Erika Hornecker, Zachary B Huber, Johannes Hubmayr, Kevin M Huffenberger, John P Hughes, Margaret Ikape, Kent Irwin, Giovanni Isopi, Neha Joshi, Ben Keller, Joshua Kim, Kenda Knowles, Brian J Koopman, Arthur Kosowsky, Darby Kramer, Aleksandra Kusiak, Alex Laguë, Victoria Lakey, Eunseong Lee, Yaqiong Li, Zack Li, Michele Limon, Martine Lokken, Marius Lungu, Niall MacCrann, Amanda MacInnis, Mathew S Madhavacheril, Diego Maldonado, Felipe Maldonado, Maya Mallaby-Kay, Gabriela A Marques, Joshiwa van Marrewijk, Fiona McCarthy, Jeff McMahon, Yogesh Mehta, Felipe Menanteau, Kavilan Moodley, Thomas W Morris, Tony Mroczkowski, Sigurd Naess, Toshiya Namikawa, Federico Nati, Simran K Nerval, Laura Newburgh, Andrina Nicola, Michael D Niemack, Michael R Nolta, John Orlowski-Scherer, Luca Pagano, Lyman A Page, Shivam Pandey, Bruce Partridge, Karen Perez Sarmiento, Heather Prince, Roberto Puddu, Frank J Qu, Damien C Ragavan, Bernardita Ried Guachalla, Keir K Rogers, Felipe Rojas, Tai Sakuma, Emmanuel Schaan, Benjamin L Schmitt, Neelima Sehgal, Shabbir Shaikh, Blake D Sherwin, Carlos Sierra, Jon Sievers, Cristóbal Sifón, Sara Simon, Rita Sonka, David N Spergel, Suzanne T Staggs, Emilie Storer, Kristen Surrao, Eric R Switzer, Niklas Tampier, Robert Thornton, Hy Trac, Carole Tucker, Joel Ullom, Leila R Vale, Alexander Van Engelen, Jeff Van Lanen, Cristian Vargas, Eve M Vavagiakis, Kasey Wagoner, Yuhan Wang, Lukas Wenzl, Edward J Wollack, Kaiwen Zheng, The Atacama Cosmology Telescope collaboration

Abstract:

We present power spectra of the cosmic microwave background (CMB) anisotropy in temperature and polarization, measured from the Data Release 6 maps made from Atacama Cosmology Telescope (ACT) data. These cover 19,000 deg2 of sky in bands centered at 98, 150 and 220 GHz, with white noise levels three times lower than Planck in polarization. We find that the ACT angular power spectra estimated over 10,000 deg2, and measured to arcminute scales in TT, TE and EE, are well fit by the sum of CMB and foregrounds, where the CMB spectra are described by the ΛCDM model. Combining ACT with larger-scale Planck data, the joint P-ACT dataset provides tight limits on the ingredients, expansion rate, and initial conditions of the universe. We find similar constraining power, and consistent results, from either the Planck power spectra or from ACT combined with WMAP data, as well as from either temperature or polarization in the joint P-ACT dataset. When combined with CMB lensing from ACT and Planck, and baryon acoustic oscillation data from the Dark Energy Spectroscopic Instrument (DESI DR1), we measure a baryon density of Ω b h 2 = 0.0226 ± 0.0001, a cold dark matter density of Ω c h 2 = 0.118 ± 0.001, a Hubble constant of H 0 = 68.22 ± 0.36 km/s/Mpc, a spectral index of ns = 0.974 ± 0.003, and an amplitude of density fluctuations of σ 8 = 0.813 ± 0.005. Including the DESI DR2 data tightens the Hubble constant to H 0 = 68.43 ± 0.27 km/s/Mpc; ΛCDM parameters agree between the P-ACT and DESI DR2 data at the 1.6σ level. We find no evidence for excess lensing in the power spectrum, and no departure from spatial flatness. The contribution from Sunyaev-Zel'dovich (SZ) anisotropy is detected at high significance; we find evidence for a tilt with suppressed small-scale power compared to our baseline SZ template spectrum, consistent with hydrodynamical simulations with feedback.

The Simons Observatory: assessing the impact of dust complexity on the recovery of primordial B-modes

Journal of Cosmology and Astroparticle Physics IOP Publishing 2025:11 (2025) 024

Authors:

Yiqi Liu, Susanna Azzoni, Susan E Clark, Brandon S Hensley, Léo Vacher, David Alonso, Carlo Baccigalupi, Michael L Brown, Alessandro Carones, Jens Chluba, Jo Dunkley, Carlos Hervías-Caimapo, Bradley R Johnson, Nicoletta Krachmalnicoff, Giuseppe Puglisi, Mathieu Remazeilles, Kevin Wolz

Abstract:

We investigate how dust foreground complexity can affect measurements of the tensor-to-scalar ratio, r, in the context of the Simons Observatory, using a cross-spectrum component separation analysis. Employing a suite of simulations with realistic Galactic dust emission, we find that spatial variation in the dust frequency spectrum, parametrized by βd , can bias the estimate for r when modeled using a low-order moment expansion to capture this spatial variation. While this approach performs well across a broad range of dust complexity, the bias increases with more extreme spatial variation in dust frequency spectrum, reaching as high as r ∼ 0.03 for simulations with no primordial tensors and a spatial dispersion of σ(βd ) ≃ 0.3 — the most extreme case considered, yet still consistent with current observational constraints. This bias is driven by changes in the ℓ-dependence of the dust power spectrum as a function of frequency that can mimic a primordial B-mode tensor signal. Although low-order moment expansions fail to capture the full effect when the spatial variations of βd become large and highly non-Gaussian, our results show that extended parametric methods can still recover unbiased estimates of r under a wide range of dust complexities. We further find that the bias in r, at the highest degrees of dust complexity, is largely insensitive to the spatial structure of the dust amplitude and is instead dominated by spatial correlations between βd and dust amplitude, particularly at higher orders. If βd does spatially vary at the highest levels investigated here, we would expect to use more flexible foreground models to achieve an unbiased constraint on r for the noise levels anticipated from the Simons Observatory.

MEGATRON: the impact of non-equilibrium effects and local radiation fields on the circumgalactic medium at cosmic noon

(2025)

Authors:

Corentin Cadiou, Harley Katz, Martin P Rey, Oscar Agertz, Jeremy Blaizot, Alex J Cameron, Nicholas Choustikov, Julien Devriendt, Uliana Hauk, Gareth C Jones, Taysun Kimm, Isaac Laseter, Sergio Martin-Alvarez, Kosei Matsumoto, Camilla T Nyhagen, Autumn Pearce, Francisco Rodríguez Montero, Joki Rosdahl, Víctor Rufo Pastor, Mahsa Sanati, Aayush Saxena, Adrianne Slyz, Richard Stiskalek, Anatole Storck, Wonjae Yee

MEGATRON: The environments of Population III stars at Cosmic Dawn and their connection to present day galaxies

(2025)

Authors:

Anatole Storck, Harley Katz, Julien Devriendt, Adrianne Slyz, Corentin Cadiou, Nicholas Choustikov, Martin P Rey, Aayush Saxena, Oscar Agertz, Taysun Kimm

Impact of Cosmic Ray-driven Outflows on Ly α Emission in Cosmological Simulations

The Astrophysical Journal American Astronomical Society 992:1 (2025) 67

Authors:

Taysun Kimm, Julien Devriendt, Francisco Rodríguez Montero, Adrianne Slyz, Jérémy Blaizot, Harley Katz, Beomchan Koh, Hyunmi Song

Abstract:

Cosmic ray (CR) feedback has been proposed as a powerful mechanism for driving warm gas outflows in galaxies. We use cosmological magnetohydrodynamic simulations to investigate the impact of CR feedback on neutral hydrogen (H i) in a 1011 M⊙ dark matter halo at 2 < z < 4. To this end, we postprocess the simulations with ionizing radiative transfer and perform Monte Carlo Lyman-α (Lyα) transfer calculations. CR feedback reduces H i column densities around young stars, thereby allowing more Lyα photons to escape and consequently offering a better match to the Lyα luminosities of observed Lyα emitters. Although galaxies with CR-driven outflows have more extended H i in the circumgalactic medium, two Lyα line properties sensitive to optical depth and gas kinematic—the location of the red peak relative to the Lyα line center in velocity space (vred) and relative strength of the blue-to-red peaks (B/R)—cannot distinguish between the CR-driven and non-CR simulations. This is because Lyα photons propagate preferentially along low H i density channels created by the ionizing radiation, thereby limiting the scattering with volume-filling H i. In contrast, the observed low flux ratios between the valley and peak and the surface brightness profiles are better reproduced in the model with CR-driven outflows because the Lyα photons interact more before escaping, rather than being destroyed by dust as is the case in the non-CR simulation. We discuss the potential cause of the paucity of sightlines in simulations that exhibit prominent red peaks and large vred, which may require the presence of more volume-filling H i.