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An End-to-end Ensemble Machine Learning Approach for Predicting High-impact Solar Energetic Particle Events Using Multimodal Data

Solar energetic particle (SEP) events, in particular high-energy-range SEP events, pose significant risks to space missions, astronauts, and technological infrastructure. Accurate prediction of these high-impact events is crucial for mitigating potential hazards. In this study, we present an end-to-...

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Principais autores: Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
格式: Artigo
語言:Inglês
出版: IOP Publishing 2025-01-01
叢編:The Astrophysical Journal Supplement Series
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在線閱讀:https://doi.org/10.3847/1538-4365/adb1c4
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