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astro-ph.SR2026
JW-FD: A Long Horizon Multimodal Solar Flare Forecasting Dataset
Shao Mingfu, Lin Jiaben, Wang Hui +4
Solar flares drive severe space weather hazards, and forecasting their occurrence remains a central challenge for both heliophysics and operational space weather services. Data dri…
astro-ph.SR2026
JW-SSD: A Multimodal Benchmark Dataset for Fine-Grained Sunspot Classification
Hui Wang, Mingfu Shao, Luyang Li +4
Accurate sunspot classification is essential for assessing the eruptive potential of solar active regions and forecasting space weather. We present JW-SSD, a high-quality multimoda…
astro-ph.SR2025
Advances and Challenges in Solar Flare Prediction: A Review
Mingfu Shao, Suo Liu, Haiqing Xu +8
Solar flares, as one of the most prominent manifestations of solar activity, have a profound impact on both the Earth's space environment and human activities. As a result, accurat…