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AI-ready data in space science and solar physics: problems, mitigation and action plan

In the domain of space science, numerous ground-based and space-borne data of various phenomena have been accumulating rapidly, making analysis and scientific interpretation challenging. However, recent trends in the application of artificial intelligence (AI) have been shown to be promising in the...

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Hoofdauteurs: Bala Poduval, R. L. McPherron, R. Walker, M. D. Himes, K. M. Pitman, A. R. Azari, C. Shneider, A. K. Tiwari, S. Kapali, G. Bruno, M. K. Georgoulis, O. Verkhoglyadova, J. E. Borovsky, G. Lapenta, J. Liu, T. Alberti, P. Wintoft, S. Wing
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2023-07-01
Reeks:Frontiers in Astronomy and Space Sciences
Onderwerpen:
AI-ready data
machine learning
space science
statistical methods
decadal survey
space weather
Online toegang:https://www.frontiersin.org/articles/10.3389/fspas.2023.1203598/full
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