Physics-informed machine learning for estimating the electron flux in the Earth's radiation belts

Rakesh Sarma1, George John Wilkie1,2, Enrico Camporeale1,3, Alexander Drozdov4 and Yuri Shprits5, (1)Centrum Wiskunde & Informatica, Amsterdam, Netherlands, (2)Princeton Plasma Physics Laboratory, Princeton, United States, (3)University of Colorado, Cooperative Institute for Research in Environmental Sciences, Boulder, United States, (4)University of California Los Angeles, Los Angeles, CA, United States, (5)GFZ German Research Centre for Geosciences, Potsdam, Germany