Solar Energetic Particle Prediction in the Inner Heliosphere Using Deep Learning and PSP/IS⊙IS Data

Abstract Solar events, such as coronal mass ejections and solar flares, accelerate large numbers of energetic charged particles, producing solar energetic particle (SEP) events that can harm astronauts, damage satellites, and potentially damage infrastructure on Earth. Previous machine learning (ML)...

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Үндсэн зохиолчид:	Tate Hutchins, Spiridon Kasapis, Hameedullah Farooki, Manuel E. Cuesta, Lengying Khoo, Sungmin Pak, Robert Czarnota, Jamie Rankin, Jamey Szalay, Zigong Xu, Georgios Livadiotis, Nikolaos Sarlis, David McComas
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Wiley 2026-06-01
Цуврал:	Journal of Geophysical Research: Machine Learning and Computation
Нөхцлүүд:	solar energetic particles machine learning prediction parker solar probe solar dynamics observatory
Онлайн хандалт:	https://doi.org/10.1029/2026JH001293
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!