Harnessing expressive capacity of Machine Learning modeling to represent complex coupling of Earth's auroral space weather regimes

Jack Ziegler, Ryan M. Mcgranaghan

We develop multiple Deep Learning (DL) models that advance the state-of-the-art predictions of the global auroral particle precipitation. We use observations from low Earth orbitin…