Predicting Solar Flares Using a Long Short-Term Memory Network

Hao Liu, Chang Liu, Jason T. L. Wang +1

We present a long short-term memory (LSTM) network for predicting whether an active region (AR) would produce a gamma-class flare within the next 24 hours. We consider three gamma…