Operational solar flare forecasting via video-based deep learning

12 September 2022

Papers citing "Operational solar flare forecasting via video-based deep learning"

6 / 6 papers shown

Title
Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers Edoardo Legnaro Sabrina Guastavino Michele Piana A. Massone 16 1 0 23 Oct 2024
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches Sabrina Guastavino Katsiaryna Bahamazava E. Perracchione Fabiana Camattari Gianluca Audone ... R. Susino G. Nicolini S. Fineschi Michele Piana A. Massone 36 3 0 14 Mar 2024
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics Francesco Marchetti Sabrina Guastavino C. Campi F. Benvenuto Michele Piana 21 1 0 22 May 2023
Physics-driven machine learning for the prediction of coronal mass ejections' travel times Sabrina Guastavino Valentina Candiani A. Bemporad Francesco Marchetti F. Benvenuto A. Massone R. Susino D. Telloni S. Fineschi Michele Piana 24 10 0 17 May 2023
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting Chetraj Pandey Anli Ji R. Angryk M. Georgoulis Berkay Aydin 34 20 0 11 Aug 2022
Prediction of severe thunderstorm events with ensemble deep learning and radar data Sabrina Guastavino Michele Piana Marco Tizzi F. Cassola A. Iengo D. Sacchetti Enrico Solazzo F. Benvenuto 38 31 0 20 Sep 2021