Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data

Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data

All artificial intelligence models today require preprocessed and cleaned data to work properly. This crucial step depends on the quality of the data analysis being done. The Space Weather community increased its use of AI in the past few years, but a thorough data analysis addressing all the potent...

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Bibliographic Details
Main Authors: S. Bouriat, P. Vandame, M. Barthélémy, J. Chanussot
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
data analysis
solar wind
MAG
SWEPAM
machine learning
ACE
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2022.980759/full

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