Temperature profiles of the hot galaxy cluster intracluster medium (ICM) have a complex non-linear structure that traditional parametric modelling may fail to fully approximate. For this study, we made use of neural networks, for the first time, to construct a data-driven non-parametric model of ICM temperature profiles. A new deconvolution...
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2023 (v1)Journal articleUploaded on: October 13, 2023
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2018 (v1)Journal article
Context. In the past decade, sensitive, resolved Sunyaev-Zel'dovich (SZ) studies of galaxy clusters have become common. Whereas many previous SZ studies have parameterized the pressure profiles of galaxy clusters, non-parametric reconstructions will provide insights into the thermodynamic state of the intracluster medium.Aim. We seek to recover...
Uploaded on: February 28, 2023 -
July 5, 2017 (v1)Conference paper
Galaxy clusters constitute a major cosmological probe. However, Planck 2015 results have showna weak tension between CMB-derived and cluster-derived cosmological parameters. This tensionmight be due to poor knowledge of the cluster mass and observable relationship. As for now,arcmin resolution Sunyaev-Zeldovich (SZ) observations (e.g. SPT, ACT...
Uploaded on: December 4, 2022 -
2018 (v1)Journal article
The complete characterization of the pressure profile of high-redshift galaxy clusters, from their core to their outskirts, is a major issue for the study of the formation of large-scale structures. It is essential to constrain a potential redshift evolution of both the slope and scatter of the mass-observable scaling relations used in...
Uploaded on: December 4, 2022 -
May 28, 2017 (v1)Conference paper
The development of precision cosmology with clusters of galaxies requires high-angular resolution Sunyaev-Zel'dovich (SZ) observations. As for now, arcmin resolution SZ observations (e.g. SPT, ACT and Planck) only allowed detailed studies of the intra cluster medium for low redshift clusters (z<0.2). With both a wide field of view (6.5 arcmin)...
Uploaded on: December 4, 2022 -
2018 (v1)Journal article
Context. The thermal emission of dust grains is a powerful tool for probing cold, dense regions of molecular gas in the interstellar medium, and so constraining dust properties is key to obtaining accurate measurements of dust mass and temperature.Aims. By placing constraints on the dust emissivity spectral index, β, towards two star-forming...
Uploaded on: December 3, 2022 -
2018 (v1)Journal article
The Crab nebula is a supernova remnant exhibiting a highly polarized synchrotron radiation at radio and millimetre wavelengths. It is the brightest source in the microwave sky with an extension of 7 by 5 arcmin, and is commonly used as a standard candle for any experiment which aims to measure the polarization of the sky. Though its spectral...
Uploaded on: January 27, 2024