Publications of Sabrina Guastavino

A list of publications authored or co-authored by 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: 11 (refereed: 11)
No. of citations: 140
First author papers: 7 (refereed: 7)

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
3. Metis Observation of the Onset of Fully Developed Turbulence in the Solar Corona [12]
   Telloni, Daniele, Sorriso-Valvo, Luca, Zank, Gary P., Velli, Marco, Andretta, Vincenzo, Perrone, Denise, Marino, Raffaele, Carbone, Francesco, Vecchio, Antonio, Adhikari, Laxman, Zhao, Lingling, Guastavino, Sabrina, Camattari, Fabiana, Shi, Chen, Sioulas, Nikos, Huang, Zesen, Romoli, Marco, Antonucci, Ester, Da Deppo, Vania, Fineschi, Silvano, Grimani, Catia, Heinzel, Petr, Moses, John D., Naletto, Giampiero, Nicolini, Gianalfredo, Spadaro, Daniele, Stangalini, Marco, Teriaca, Luca, Uslenghi, Michela, Abbo, Lucia, Auchère, Frédéric, Cuadrado, Regina Aznar, Berlicki, Arkadiusz, Bruno, Roberto, Burtovoi, Aleksandr, Capobianco, Gerardo, Casini, Chiara, Casti, Marta, Chioetto, Paolo, Corso, Alain J., D'Amicis, Raffaella, De Leo, Yara, Fabi, Michele, Frassati, Federica, Frassetto, Fabio, Giordano, Silvio, Guglielmino, Salvo L., Jerse, Giovanna, Landini, Federico, Liberatore, Alessandro, Magli, Enrico, Massone, Giuseppe, Nisticò, Giuseppe, Pancrazzi, Maurizio, Pelizzo, Maria G., Peter, Hardi, Plainaki, Christina, Poletto, Luca, Reale, Fabio, Romano, Paolo, Russano, Giuliana, Sasso, Clementina, Schühle, Udo, Solanki, Sami K., Strachan, Leonard, Straus, Thomas, Susino, Roberto, Ventura, Rita, Volpicelli, Cosimo A., Woch, Joachim, Zangrilli, Luca, Zimbardo, Gaetano & Zuppella, Paola, ApJ, 973, L48

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
2. The STIX Imaging Concept [25]
   Massa, Paolo, Hurford, Gordon J., Volpara, Anna, Kuhar, Matej, Battaglia, Andrea F., Xiao, Hualin, Casadei, Diego, Perracchione, Emma, Garbarino, Sara, Guastavino, Sabrina, Collier, Hannah, Dickson, Ewan C. M., Emslie, A. Gordon, Ryan, Daniel F., Maloney, Shane A., Schuller, Frederic, Warmuth, Alexander, Massone, Anna Maria, Benvenuto, Federico, Piana, Michele & Krucker, Säm, Solar Physics, 298, 114
3. Prediction Capability of Geomagnetic Events from Solar Wind Data Using Neural Networks [10]
   Telloni, Daniele, Schiavo, Maurizio Lo, Magli, Enrico, Fineschi, Silvano, Guastavino, Sabrina, Nicolini, Gianalfredo, Susino, Roberto, Giordano, Silvio, Amadori, Francesco, Candiani, Valentina, Massone, Anna Maria & Piana, Michele, ApJ, 952, 111

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. Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions [25]
   Cicogna, Domenico, Berrilli, Francesco, Calchetti, Daniele, Del Moro, Dario, Giovannelli, Luca, Benvenuto, Federico, Campi, Cristina, Guastavino, Sabrina & Piana, Michele, ApJ, 915, 38
2. 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