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Machine learning for effective spacecraft operation: Operating INTEGRAL through dynamic radiation environments

Finn, Timothy; Southworth, Richard; Donati, Alessandro +8 more

INTEGRAL (INTErnational Gamma-Ray Astrophysics Laboratory) is an astronomical observatory of the European Space Agency, responsible for many significant scientific discoveries in the last few decades. It orbits Earth since 2002 in a highly elliptical orbit, passing through the Van Allen belts - areas with high-energy ionized particles that can dam…