Using Dimensionality Reduction and Clustering Techniques to Classify Space Plasma Regimes

Using Dimensionality Reduction and Clustering Techniques to Classify Space Plasma Regimes

Collisionless space plasma environments are typically characterized by distinct particle populations. Although moments of their velocity distribution functions help in distinguishing different plasma regimes, the distribution functions themselves provide more comprehensive information about the plas...

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Bibliographic Details
Main Authors: Mayur R. Bakrania, I. Jonathan Rae, Andrew P. Walsh, Daniel Verscharen, Andy W. Smith
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
space plasma environments
particle populations
distribution functions
dimensionality reduction
clustering techniques
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2020.593516/full

Internet

https://www.frontiersin.org/articles/10.3389/fspas.2020.593516/full

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