no code implementations • 29 Nov 2021 • 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.
1 code implementation • 19 Nov 2020 • Ryan M. McGranaghan, Jack Ziegler, Téo Bloch, Spencer Hatch, Enrico Camporeale, Kristina Lynch, Mathew Owens, Jesper Gjerloev, Binzheng Zhang, Susan Skone
We advance the modeling capability of electron particle precipitation from the magnetosphere to the ionosphere through a new database and use of machine learning (ML) tools to gain utility from those data.