Using Deep Learning to Improve Euclid Data Analysis

The project focuses on developing new artificial intelligence methods to monitor and correct radiation damage in space telescopes, enhancing our knowledge of the damage that detectors experience in space. The Euclid mission, launched in July 2023, is an ESA space mission with the objective of mapping the geometry of the Universe and better understanding dark matter and dark energy. While in space, Euclid will be bombarded with highly energetic particles mainly from the Sun, which will slowly degrade the detectors and thus have a a major impact on the scientific date unless corected for.