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

Zeyu Sun, Monica G. Bobra, Xiantong Wang +5

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…