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

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 Atacama Cosmology Telescope: DR6 maps

Journal of Cosmology and Astroparticle Physics IOP Publishing 2025:11 (2025) ARTN 61

Authors:

Sigurd Naess, Yilun Guan, Adriaan J Duivenvoorden, Matthew Hasselfield, Yuhan Wang, Irene Abril-Cabezas, Graeme E Addison, Peter AR Ade, Simone Aiola, Tommy Alford, David Alonso, Mandana Amiri, Rui An, Zachary Atkins, 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, Stephen Chen, Grace Chesmore, Hsiao-mei Cho, Steve K Choi, Susan E Clark, Rodrigo Cordova Rosado, Nicholas F Cothard, Kevin Coughlin, William Coulton, Devin Crichton, Kevin T Crowley, Mark J Devlin, Simon Dicker, Cody J Duell, Shannon M Duff, Jo Dunkley, Rolando Dunner, Carmen Embil Villagra, Max Fankhanel, Gerrit S Farren, Simone Ferraro

Abstract:

We present Atacama Cosmology Telescope (ACT) Data Release 6 (DR6) maps of the Cosmic Microwave Background temperature and polarization anisotropy at arcminute resolution over three frequency bands centered on 98, 150 and 220 GHz. The maps are based on data collected with the AdvancedACT camera over the period 2017–2022 and cover 19,000 square degrees with a median combined depth of 10 μK arcmin. We describe the instrument, mapmaking and map properties and illustrate them with a number of figures and tables. The ACT DR6 maps and derived products are available on LAMBDA at https://lambda.gsfc.nasa.gov/product/act/actadv_prod_table.html. We also provide an interactive web atlas at https://phy-act1.princeton.edu/public/snaess/actpol/dr6/atlas and HiPS data sets in Aladin (e.g. https://alasky.cds.unistra.fr/ACT/DR4DR6/color_CMB).

On the rapid growth of SMBHs in high-z galaxies: the aftermath of Population III.1 stars

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) (2025) staf2000

Authors:

Mahsa Sanati, Julien Devriendt, Sergio Martin-Alvarez, Adrianne Slyz, Jonathan C Tan

Abstract:

Abstract Despite the vast amount of energy released by active galactic nuclei (AGN), their role in early galaxy formation and in regulating the growth of supermassive black holes (SMBHs) remains poorly understood. Through new high-resolution zoom-in cosmological simulations, we follow the co-evolution of 105 M⊙ black hole seeds with their host dwarf galaxy. We model ionizing feedback from a Pop III.1 progenitor, applicable to a wide range of internally or externally irradiated SMBH formation scenarios. The simulated suite progressively spans physics ranging from no AGN feedback to more complex setups including thermal, kinetic and radiative feedback – explored for both low and enhanced AGN power. Across all our models, we find that black hole seeds efficiently reach masses of ∼107 M⊙ within a ∼1010 M⊙ halo by z = 8. Although they exhibit notably different mass growth histories, these latter seem unimpeded by the presence of AGN feedback. The simulation including radiative feedback is the most distinct, with super-Eddington episodes driving fast and mass-loaded gas outflows (exceeding 2500 km s−1) up to ∼50 kpc, along with minor stellar mass suppression in the host galaxy. Our measurements are in broad agreement with moderate luminosity quasars recently observed by JWST, producing overmassive black holes (SMBH-to-galaxy mass ratios 0.01 − 1), dynamical masses of ∼109.5 M⊙, stellar masses of ∼108.5 M⊙, and high, though short-lived, Eddington fraction accretion rates. These results advocate for a scenario where AGN feedback allows for rapid SMBH growth during the reionisation era, while driving winds that extend deep into the intergalactic medium – shaping host galaxies as well as more distant surroundings.

Detailed theoretical modelling of the kinetic Sunyaev-Zel'dovich stacking power spectrum

(2025)

Authors:

Amy Wayland, David Alonso, Adrien La Posta

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.