Causal Attention Deep-learning Model for Solar Flare Forecasting

Solar flares originate from the sudden release of energy stored in the magnetic field of the active region on the Sun, but the trigger for flares is still uncertain. Currently, deep-learning-based solar flare prediction models have achieved good results and are widely recognized. However, these mode...

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Veröffentlicht in:	The Astrophysical journal. Supplement series 2024-10, Vol.274 (2), p.38
Hauptverfasser:	Zhang, Xinze, Xu, Long, Li, Zihan, Huang, Xin
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive sampling Correlation analysis Data correlation Datasets Deep learning Magnetic fields Precursors Prediction models Solar flare forecasting Solar flares Solar magnetic field Solar physics
Online-Zugang:	Volltext
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