Identification and Classification of Relativistic Electron Precipitation at Earth Using Supervised Deep Learning

Identification and Classification of Relativistic Electron Precipitation at Earth Using Supervised Deep Learning

We show an application of supervised deep learning in space sciences. We focus on the relativistic electron precipitation into Earth’s atmosphere that occurs when magnetospheric processes (wave-particle interactions or current sheet scattering, CSS) violate the first adiabatic invariant of trapped r...

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Bibliographic Details
Main Authors: Luisa Capannolo, Wen Li, Sheng Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
electron precipitation
wave-particle interactions
current sheet scattering
space sciences
supervised classification
LSTM
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2022.858990/full

Internet

https://www.frontiersin.org/articles/10.3389/fspas.2022.858990/full

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