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Reconstructing the initial conditions of the Universe from late-time observations has the potential to optimally extract cosmological information. Due to the high dimensionality of the parameter space, a differentiable forward model is…

宇宙学与河外天体物理 · 物理学 2023-07-19 Adrian E. Bayer , Chirag Modi , Simone Ferraro

We perform kinetic Sunyaev-Zel'dovich (kSZ) velocity reconstruction on data from ACT DR6 and DESI-LS DR9. To estimate the cross-power between kSZ velocity reconstruction and galaxy density, we make use of a novel quadratic maximum…

宇宙学与河外天体物理 · 物理学 2025-06-30 Anderson C. M. Lai , Yurii Kvasiuk , Moritz Münchmeyer

The kinetic Sunyaev-Zel'dovich (kSZ) effect offers an indirect way to reconstruct large-scale cosmic velocities, by correlating high-resolution CMB temperature maps with galaxy surveys. In this work, we present the first three-dimensional…

宇宙学与河外天体物理 · 物理学 2025-06-30 Selim C. Hotinli , Kendrick M. Smith , Simone Ferraro

Future ground-based CMB experiments will generate competitive large-scale structure datasets by precisely characterizing CMB secondary anisotropies over a large fraction of the sky. We describe a method for constraining the growth rate of…

宇宙学与河外天体物理 · 物理学 2016-08-31 David Alonso , Thibaut Louis , Philip Bull , Pedro G. Ferreira

The kSZ effect has recently emerged as a powerful probe for precision cosmology through its ability to reconstruct the large-scale velocity field. In particular, the kSZ-reconstructed velocity-galaxy cross-correlation is sensitive to…

宇宙学与河外天体物理 · 物理学 2026-03-31 Carmen Embil Villagra , Fiona McCarthy , Antón Baleato Lizancos , Blake D. Sherwin , Anthony Challinor

The kinetic Sunyaev Zel'dovich (kSZ) and moving lens effects, secondary contributions to the cosmic microwave background (CMB), carry significant cosmological information due to their dependence on the large-scale peculiar velocity field.…

宇宙学与河外天体物理 · 物理学 2023-03-08 Juan Cayuso , Richard Bloch , Selim C. Hotinli , Matthew C. Johnson , Fiona McCarthy

The kinematic Sunyaev-Zel'dovich (kSZ) effect in the cosmic microwave background (CMB) is a powerful probe of gas physics and large-scale structure (LSS) in our universe. We consider the "projected-field" kSZ estimator, which involves…

宇宙学与河外天体物理 · 物理学 2026-05-21 Michael Jacob Rodriguez , Aleksandra Kusiak , Shivam Pandey , J. Colin Hill

Recent reconstructions of the large-scale cosmological velocity field with kinetic Sunyaev Zeldovich (kSZ) tomography have returned an amplitude that is low with respect to the halo model prediction, captured by the kSZ velocity…

宇宙学与河外天体物理 · 物理学 2025-10-31 Avery J. Tishue , Charuhas Shiveshwarkar , Gilbert Holder

Peculiar velocities of galaxies and halos can be reconstructed from their spatial distribution alone. This technique is analogous to the baryon acoustic oscillations (BAO) reconstruction, using the continuity equation to connect density and…

宇宙学与河外天体物理 · 物理学 2024-05-24 Bernardita Ried Guachalla , Emmanuel Schaan , Boryana Hadzhiyska , Simone Ferraro

We propose the use of the kinetic Sunyaev-Zel'dovich (kSZ) effect to probe the circumgalactic medium (CGM), with the aid of a spectroscopic survey covering the same area of a SZ survey. One can design an optimal estimator of the kSZ effect…

宇宙学与河外天体物理 · 物理学 2016-03-23 Jiawei Shao , Taotao Fang

The cosmic microwave background (CMB) serves as a backlight to large-scale structure during the epoch of reionization, where Thomson scattering gives rise to temperature anisotropies on small angular scales from the kinetic Sunyaev…

宇宙学与河外天体物理 · 物理学 2022-03-21 Selim C. Hotinli , Matthew C. Johnson

The hot gas embedded in the large-scale structures in the Universe produces secondary fluctuations in the Cosmic Microwave Background (CMB). Because it is proportional to the gas pressure integrated along the line of sight, this effect, the…

天体物理学 · 物理学 2013-05-29 Alexandre Refregier , Romain Teyssier

The kinetic Sunyaev Zel'dovich (kSZ) effect, cosmic microwave background (CMB) anisotropies induced by scattering from free electrons in bulk motion, is a primary target of future CMB experiments. Measurements of the kSZ effect have the…

宇宙学与河外天体物理 · 物理学 2018-09-12 Juan I. Cayuso , Matthew C. Johnson , James B. Mertens

We develop an optimization-based maximum likelihood approach to analyze the cross-correlation of the Cosmic Microwave Background (CMB) and large-scale structure induced by the kinetic Sunyaev-Zeldovich (kSZ) effect. Our main goal is to…

宇宙学与河外天体物理 · 物理学 2024-03-01 Yurii Kvasiuk , Moritz Münchmeyer

We demonstrate that pairwise peculiar velocity correlations for galaxy clusters can be directly reconstructed from the kinematic Sunyaev-Zel'dovich (kSZ) signature imprinted in the CMB using a machine learning model with a gradient boosting…

宇宙学与河外天体物理 · 物理学 2024-06-17 Yulin Gong , Rachel Bean

The kinetic Sunyaev Zel'dovich (kSZ) effect is a blackbody cosmic microwave background (CMB) temperature anisotropy induced by Thomson scattering off free electrons in bulk motion with respect to the CMB rest frame. The statistically…

宇宙学与河外天体物理 · 物理学 2026-05-11 Richard Bloch , Matthew C. Johnson

These notes are very much work-in-progress and simply intended to showcase, in various degrees of details (and rigour), some of the cosmology calculations that class_sz can do. We describe the class_sz code in C, Python and Jax. Based on…

We propose a novel technique to separate the late-time, post-reionization component of the kinetic Sunyaev-Zeldovich (kSZ) effect from the contribution to it from a (poorly understood and probably patchy) reionization history. The kSZ…

宇宙学与河外天体物理 · 物理学 2017-02-01 D. Munshi , I. T. Iliev , K. L. Dixon , P. Coles

The kinetic Sunyaev-Zel'dovich (kSZ) effect is a secondary cosmic microwave background (CMB) anisotropy induced by the scattering of CMB photons off intervening electrons. Through cross-correlations with tracers of large-scale structure,…

宇宙学与河外天体物理 · 物理学 2021-04-28 Gabriela Sato-Polito , José Luis Bernal , Kimberly K. Boddy , Marc Kamionkowski
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