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AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data

Authors :
Piana, Michele
Benvenuto, Federico
Massone, Anna Maria
Campi, Cristina
Guastavino, Sabrina
Marchetti, Francesco
Massa, Paolo
Perracchione, Emma
Volpara, Anna
Publication Year :
2024

Abstract

AI-FLARES (Artificial Intelligence for the Analysis of Solar Flares Data) is a research project funded by the Agenzia Spaziale Italiana and by the Istituto Nazionale di Astrofisica within the framework of the ``Attivit\`a di Studio per la Comunit\`a Scientifica Nazionale Sole, Sistema Solare ed Esopianeti'' program. The topic addressed by this project was the development and use of computational methods for the analysis of remote sensing space data associated to solar flare emission. This paper overviews the main results obtained by the project, with specific focus on solar flare forecasting, reconstruction of morphologies of the flaring sources, and interpretation of acceleration mechanisms triggered by solar flares.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2401.01104
Document Type :
Working Paper