Extreme Solar Flare Prediction Using Residual Networks with HMI Magnetograms and Intensitygrams

Juyoung Yun, Jungmin Shin

Solar flares, especially C, M, and X class, pose significant risks to satellite operations, communication systems, and power grids. We present a novel approach for predicting extre…