Predicting solar flares with machine learning: investigating solar cycle dependence

Xiantong Wang, Yang Chen, Gabor Toth +7

A deep learning network, Long-Short Term Memory (LSTM) network, is used in this work to predict whether the maximum flare class an active region (AR) will produce in the next 24 ho…