Improved and Interpretable Solar Flare Predictions with Spatial & Topological Features of the Polarity-Inversion-Line Masked Magnetograms

Many current research efforts undertake the solar flare classification task using the Space-weather HMI Active Region Patch (SHARP) parameters as the predictors. The SHARP parameters are scalar qua...