First-authored, refereed papers of Sabrina Guastavino, ordered by citations

A list of first-authored, refereed publications of Sabrina Guastavino, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations.

Orcid ID: 0000-0001-7047-1148

32	Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data Guastavino, Sabrina, Marchetti, Francesco, Benvenuto, Federico, Campi, Cristina & Piana, Michele, 2022, A&A, 662, A105
18	Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections' Travel Times Guastavino, Sabrina, Candiani, Valentina, Bemporad, Alessandro, Marchetti, Francesco, Benvenuto, Federico, Massone, Anna Maria, Mancuso, Salvatore, Susino, Roberto, Telloni, Daniele, Fineschi, Silvano & Piana, Michele, 2023, ApJ, 954, 151
9	Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches Guastavino, Sabrina, Bahamazava, Katsiaryna, Perracchione, Emma, Camattari, Fabiana, Audone, Gianluca, Telloni, Daniele, Susino, Roberto, Nicolini, Gianalfredo, Fineschi, Silvano, Piana, Michele & Massone, Anna Maria, 2024, ApJ, 971, 94
8	Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning Guastavino, Sabrina, Piana, Michele & Benvenuto, Federico, 2024, IEEE Transactions on Neural Networks and Learning Systems, 35, 1993
7	Artificial Intelligence for the Characterization of the 2024 May Superstorm: Active Region Classification, Flare Forecasting, and Geomagnetic Storm Prediction Guastavino, Sabrina, Legnaro, Edoardo, Massone, Anna Maria & Piana, Michele, 2025, ApJ, 985, 53
5	A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution Guastavino, S. & Benvenuto, F., 2021, Inverse Problems, 37, 015010
0	Validation of an Extreme-ultraviolet Desaturation Technique for the Atmospheric Imaging Assembly on Board the Solar Dynamics Observatory Using Observations from the Extreme Ultraviolet Imager on Board Solar Orbiter Guastavino, Sabrina, Berghmans, David, Verbeeck, Cis, Hofmeister, Stefan J., Kraaikamp, Emil, Dickson, Ewan C. M., Benvenuto, Federico, Massa, Paolo, Massone, Anna Maria & Piana, Michele, 2026, The Astrophysical Journal Letters, 1005, L50
0	Estimating Coronal Mass Ejection Arrival with Ensemble Physics-Driven Machine Learning: The May 2024 Superstorm Case Guastavino, Sabrina, Legnaro, Edoardo, Massone, Anna Maria & Piana, Michele, 2026, Solar Physics, 301, 53