Classification of Magnetosheath Jets Using Neural Networks and High Resolution OMNI (HRO) Data

Magnetosheath jets are transient, localized dynamic pressure enhancements found downstream of the Earth's bow shock in the magnetosheath region. Using a pre-existing database of magnetosheath jets we train a neural network to distinguish between jets found downstream of a quasi-parallel bow shock (θ...

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Detalhes bibliográficos

Principais autores:	Savvas Raptis, Sigiava Aminalragia-Giamini, Tomas Karlsson, Martin Lindberg
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2020-06-01
coleção:	Frontiers in Astronomy and Space Sciences
Assuntos:	magnetosheath jets neural networks solar wind machine learning bow shock
Acesso em linha:	https://www.frontiersin.org/article/10.3389/fspas.2020.00024/full
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