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

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 sho...

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Bibliographic Details
Main Authors: Savvas Raptis, Sigiava Aminalragia-Giamini, Tomas Karlsson, Martin Lindberg
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
magnetosheath jets
neural networks
solar wind
machine learning
bow shock
Online Access:https://www.frontiersin.org/article/10.3389/fspas.2020.00024/full

Internet

https://www.frontiersin.org/article/10.3389/fspas.2020.00024/full

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