EarthCube Data Capabilities

Machine Learning Enhanced Cyberinfrastructure for Understanding and Predicting the Onset of Solar Eruptions

Software

Predicting solar flares using SHARP parameters and LSTM [GitHub] [Website]
Predicting coronal mass ejections using SHARP parameters and RNNs [GitHub] [Website]
Inferring vector magnetic fields from Stokes profiles of GST/NIRIS using a CNN [GitHub] [Website]
Identifying and tracking solar magnetic flux elements using SolarUnet [GitHub] [Website]
Machine-learning-as-a-service for solar flare prediction [GitHub] [Website]
Tool for reconstructing total solar irradiance by deep learning [GitHub] [Website]