Fusing Physics and Deep Learning for Solar Dynamics Forecasting

Research Overview

Drs. David Fouhey (Computer Science and Engineering), Ward Manchester (Climate and Space Sciences and Engineering) and the team will build a new image forecasting technique that fuses deep learning with known helio- physics. They will apply this technique to massive amounts of satellite data to monitor and forecast solar magnetic fields.

Research Impact

Research Team

David Fouhey, Assistant Professor, EECS

Ward Manchester, Research Professor, CLASP

Gabor Toth, Research Professor, CLASP