177 citations · 661 across the 41 of their papers we have counts for
4 papers · 1 filter
Flare forecasting and feature ranking using SDO/HMI data
Michele Piana, Cristina Campi, Federico Benvenuto +2
We describe here the application of a machine learning method for flare forecasting using vectors of properties extracted from images provided by the Helioseismic and Magnetic Imag…
On the connection between supervised learning and linear inverse problems
Sabrina Guastavino, Federico Benvenuto
In this paper we investigate the connection between supervised learning and linear inverse problems. We first show that a linear inverse problem can be view as a function approxima…
FLARECAST: an I4.0 technology for space weather using satellite data
Michele Piana, Anna Maria Massone, Federico Benvenuto +1
'Flare Likelihood and Region Eruption Forecasting (FLARECAST)' is a Horizon 2020 project, which realized a technological platform for machine learning algorithms, with the objectiv…
Forecasting Solar Flares Using Magnetogram-based Predictors and Machine Learning
Kostas Florios, Ioannis Kontogiannis, Sung-Hong Park +4
We propose a forecasting approach for solar flares based on data from Solar Cycle 24, taken by the Helioseismic and Magnetic Imager (HMI) on board the Solar Dynamics Observatory (S…