A Convolutional Neural Network-Derived Catalog of Solar Flares from Soft X-Ray Observations

Nastaran Farhang, Michael. S. Wheatland, Andrew Melatos

A convolutional neural network (CNN) is used to construct a new catalog for solar flares based on high resolution (1-s cadence) Geostationary Operational Environmental Satellites (…