Deep Neural Networks Based Solar Flare Prediction Using Compressed Full-disk Line-of-sight Magnetograms

Chetraj Pandey, Rafal A. Angryk, Berkay Aydin

2022Communications in computer and information science18 citationsDOI

Topics & Concepts

FlareConvolutional neural networkMagnetogramComputer scienceSolar flareLine-of-sightBinary numberSolar observatoryLine (geometry)PhysicsArtificial intelligenceArtificial neural networkSupport vector machineAstrophysicsMagnetic fluxMagnetic fieldMathematicsArithmeticGeometryQuantum mechanicsSolar and Space Plasma DynamicsSolar Radiation and PhotovoltaicsCurrency Recognition and Detection