In this talk, we will begin with presentations on student solar flare prediction research done within the SWx TREC Deep Learning Laboratory (DLL). Topics include: Creating a cohesive magnetogram ...

Researchers report that machine learning algorithms trained to classify solar active regions based on whether or not the regions produced an M-class or X-class solar flare presented statistical ...

In this talk, we present our machine learning efforts, which show great promise towards early predictions of solar flare events. (1) We present a data pre-processing pipeline that is built to extract ...