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Deep Learning the Forecast of Galactic Cosmic-Ray Spectra

We introduce a novel deep learning framework based on long short-term memory networks to predict galactic cosmic-ray spectra on a one-day-ahead basis by leveraging historical solar activity data, overcoming limitations inherent in traditional transport models. By flexibly incorporating multiple sola...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Yi-Lun Du, Xiaojian Song, Xi Luo
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: IOP Publishing 2025-01-01
Sraith:The Astrophysical Journal Letters
Ábhair:
Rochtain ar líne:https://doi.org/10.3847/2041-8213/ada427
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