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astro-ph.SR2026
Operational Solar Flare Forecasting System Using an Explainable Large Language Model
Xuebao Li, Yongshang Lv, Jinfang Wei +14
This study focuses on forecasting major (>=M-class) solar flares that can severely impact the near-Earth environment. We construct two types of datasets using the Space Weather HMI…
astro-ph.SR2024
Prediction of Large Solar Flares Based on SHARP and HED Magnetic Field Parameters
Xuebao Li, Xuefeng Li, Yanfang Zheng +7
The existing flare prediction primarily relies on photospheric magnetic field parameters from the entire active region (AR), such as Space-Weather HMI Activity Region Patches (SHAR…
astro-ph.SR2024
Survey of Magnetic Field Parameters Associated With Large Solar Flares
Ting Li, Yanfang Zheng, Xuefeng Li +4
Until now, how the magnetic fields in M/X-class flaring active regions (ARs) differ from C-class flaring ARs remains unclear. Here, we calculate the key magnetic field parameters w…