Xiantong Wang

Predicting Solar Flares using CNN and LSTM on Two Solar Cycles of Active Region Data

2021

We consider the flare prediction problem that distinguishes flare-imminent active regions that produce an M- or X-class flare in the future 24 hours, from quiet active regions that do not produce any flare within $\pm …