Radiation Belt Electron Simulations: Combining Physics-based and Machine Learning Methods

Adam C Kellerman1, Qianli Ma2, Frances Allana Staples3, Xiangning Chu1, Jacob Bortnik4, Kyle R Murphy5,6 and Donglai Ma7, (1)University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, United States, (2)Boston University, Boston, MA, United States, (3)University of California Los Angeles, Atmospheric and Oceanic Sciences, Los Angeles, CA, United States, (4)University of California Los Angeles, Atmospheric and Oceanic Sciences, Los Angeles, United States, (5)Self, Canada, (6)NASA Goddard Space Flight Center, Greenbelt, United States, (7)University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, CA, United States