A Novel Method to Train Classification Models for Structure Detection in In Situ Spacecraft Data

Abstract We present a method for creating spacecraft‐like data which can be used to train Machine Learning (ML) models to detect and classify structures in in situ spacecraft data. First, we use the Grad‐Shafranov equation to numerically solve for several magnetohydrostatic equilibria which are vari...

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Bibliographic Details

Published in:	Earth and Space Science
Main Authors:	K. Bergstedt, H. Ji
Format:	Article
Language:	English
Published:	American Geophysical Union (AGU) 2024-06-01
Subjects:	machine learning particle‐in‐cell magnetotail reconnection classification
Online Access:	https://doi.org/10.1029/2023EA002965