D

M

DONAHUE , M.

Last name: DONAHUE

First name: M.

2023 (v1)

Journal article

Metadata-only

CHEX-MATE: A non-parametric deep learning technique to deproject and deconvolve galaxy cluster X-ray temperature profiles

Iqbal, A. Pratt, G. Bobin, J.

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...

Uploaded on: October 13, 2023