First-authored, refereed papers of Sabrina Guastavino

A list of first-authored, refereed publications of Sabrina Guastavino, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0001-7047-1148

List of publications ordered by citations
Number of papers: 7
No. of citations: 68

2026

1. Estimating Coronal Mass Ejection Arrival with Ensemble Physics-Driven Machine Learning: The May 2024 Superstorm Case [0]
   Guastavino, Sabrina, Legnaro, Edoardo, Massone, Anna Maria & Piana, Michele, Solar Physics, 301, 53

2025

1. Artificial Intelligence for the Characterization of the 2024 May Superstorm: Active Region Classification, Flare Forecasting, and Geomagnetic Storm Prediction [5]
   Guastavino, Sabrina, Legnaro, Edoardo, Massone, Anna Maria & Piana, Michele, ApJ, 985, 53

2024

1. Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning [7]
   Guastavino, Sabrina, Piana, Michele & Benvenuto, Federico, IEEE Transactions on Neural Networks and Learning Systems, 35, 1993
2. Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches [6]
   Guastavino, Sabrina, Bahamazava, Katsiaryna, Perracchione, Emma, Camattari, Fabiana, Audone, Gianluca, Telloni, Daniele, Susino, Roberto, Nicolini, Gianalfredo, Fineschi, Silvano, Piana, Michele & Massone, Anna Maria, ApJ, 971, 94

2023

1. Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections' Travel Times [15]
   Guastavino, Sabrina, Candiani, Valentina, Bemporad, Alessandro, Marchetti, Francesco, Benvenuto, Federico, Massone, Anna Maria, Mancuso, Salvatore, Susino, Roberto, Telloni, Daniele, Fineschi, Silvano & Piana, Michele, ApJ, 954, 151

2022

1. Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data [31]
   Guastavino, Sabrina, Marchetti, Francesco, Benvenuto, Federico, Campi, Cristina & Piana, Michele, A&A, 662, A105

2021

1. A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution [4]
   Guastavino, S. & Benvenuto, F., Inverse Problems, 37, 015010