AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data
This work addresses solar flare analysis for space weather prediction, but appears incremental as it overviews existing project results without claiming new breakthroughs.
The AI-FLARES project developed computational methods to analyze solar flare data, focusing on forecasting, morphological reconstruction, and interpreting acceleration mechanisms.
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 ``Attività di Studio per la Comunità 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.