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DRF: Thesis subject SL-DRF-20-0987

RESEARCH FIELD
Astrophysics / Corpuscular physics and outer space
TITLE English Français

Cosmology - Clusters of galaxies - Artificial intelligence

ABSTRACT

Clusters of galaxies are the most massive entities in the universe. As such, they constitute powerful cosmological probes.

The XLL survey is the largest programme of the European satellite XMM (X-ray band). It has enabled the detection of several hundreds of galaxy clusters.

The goal of the PhD is to perform the cosmological analysis of the cluster sample by using artificial intelligence techniques : deep learning and convolutive neural networks.

LOCATION
Institut de recherche sur les lois fondamentales de l’univers
Direction d’Astrophysique
Laboratoire de Cosmologie et d’Evolution des Galaxies
Place: Saclay
Start date of the thesis: 01/10/2020
CONTACT PERSON

Marguerite PIERRE  

CEA
DRF/IRFU/SAp/LCEG
CEA/Saclay

Phone number: +33 1 69 08 34 92

UNIVERSITY / GRADUATE SCHOOL
Paris-Saclay
Astronomie et Astrophysique d’Île de France
THESIS SUPERVISOR

Marguerite PIERRE

CEA
DRF/IRFU/SAp/LCEG
CEA/Saclay