SEPNET-Ov2, a multi-task model combining magnetic, flare, X-ray, and proton-flux inputs, raises 24-hour-ahead SEP-event forecasting to AUC 0.925 and HSS 0.685 on the CLEAR benchmark, beating the authors' earlier SEPNET-O.
The bruny island radio spectrometer.Publ
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Realtime forecasting of solar energetic particle event and proton flux using multi-source solar observations and multi-task deep learning
SEPNET-Ov2, a multi-task model combining magnetic, flare, X-ray, and proton-flux inputs, raises 24-hour-ahead SEP-event forecasting to AUC 0.925 and HSS 0.685 on the CLEAR benchmark, beating the authors' earlier SEPNET-O.