Archivio Istituzionale della RicercaWe developed a tool for the TID estimation of space missions based on a machine-learning approach. The tool has been effectively used to characterize the radiation environment for the ESA Zodiac Pioneer mission.
A TID Estimation Tool based on Machine Learning for the Zodiac Pioneer Mission / Vacca, Eleonora; Azimi, Sarah; Sterpone, Luca; Cardi, Margherita; Filippo, Corradino; Isabella, Pappagallo; Ingioisi, Francesca; Martino, Paolo. - ELETTRONICO. - (2024). ( IEEE Radiation and its Effects on Components and Systems 2024 Maspalomas, Canary Islands (ESP) 16-20 September 2024) [10.1109/RADECS61970.2024.11298572].
A TID Estimation Tool based on Machine Learning for the Zodiac Pioneer Mission
Vacca, Eleonora;Azimi, Sarah;Sterpone, Luca;
2024
Abstract
We developed a tool for the TID estimation of space missions based on a machine-learning approach. The tool has been effectively used to characterize the radiation environment for the ESA Zodiac Pioneer mission.
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A_TID_Estimation_Tool_based_on_Machine_Learning_for_the_Zodiac_Pioneer_Mission.pdf
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https://hdl.handle.net/11583/2990346