Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections’ Travel Times

Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections’ Travel Times

Coronal Mass Ejections (CMEs) correspond to dramatic expulsions of plasma and magnetic field from the solar corona into the heliosphere. CMEs are scientifically relevant because they are involved in the physical mechanisms characterizing the active Sun. However, more recently, CMEs have attracted at...

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Bibliographic Details
Main Authors: Sabrina Guastavino, Valentina Candiani, Alessandro Bemporad, Francesco Marchetti, Federico Benvenuto, Anna Maria Massone, Salvatore Mancuso, Roberto Susino, Daniele Telloni, Silvano Fineschi, Michele, Piana
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:The Astrophysical Journal
Subjects:
Solar coronal mass ejections
Neural networks
Online Access:https://doi.org/10.3847/1538-4357/ace62d

Internet

https://doi.org/10.3847/1538-4357/ace62d

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