Blar i Department of Physics and Technology på forfatter "Bloch, Téo"
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Toward a Next Generation Particle Precipitation Model: Mesoscale Prediction Through Machine Learning (a Case Study and Framework for Progress)
McGranaghan, Ryan M.; Ziegler, Jack; Bloch, Téo; Hatch, Spencer Mark; Camporeale, Enrico; Lynch, Kristina; Owens, Mathew; Gjerløv, Jesper; Zhang, Binzheng; Skone, Susan (Journal article; Peer reviewed, 2021)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. We have compiled, ...