758 citations · 2.5k across the 19 of their papers we have counts for
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astro-ph.SR2022★ 1 cited
Incorporating Polar Field Data for Improved Solar Flare Prediction
Mehmet Aktukmak, Zeyu Sun, Monica Bobra +4
In this paper, we consider incorporating data associated with the sun's north and south polar field strengths to improve solar flare prediction performance using machine learning m…
astro-ph.SR2022★ 78 cited
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data
Zeyu Sun, Monica G. Bobra, Xiantong Wang +5
We consider the flare prediction problem that distinguishes flare-imminent active regions that produce an M- or X-class flare in the future 24 hours, from quiet active regions that…