Operational solar flare prediction model using Deep Flare Net

Operational solar flare prediction model using Deep Flare Net

Abstract We developed an operational solar flare prediction model using deep neural networks, named Deep Flare Net (DeFN). DeFN can issue probabilistic forecasts of solar flares in two categories, such as ≥ M-class and < M-class events or ≥  C-class and < C-class events, occurring in the next...

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Bibliographic Details
Main Authors: Naoto Nishizuka, Yûki Kubo, Komei Sugiura, Mitsue Den, Mamoru Ishii
Format: Article
Language:English
Published: SpringerOpen 2021-03-01
Series:Earth, Planets and Space
Subjects:
Solar flares
Space weather forecasting
Prediction
Operational model
Deep neural networks
Verification
Online Access:https://doi.org/10.1186/s40623-021-01381-9

Internet

https://doi.org/10.1186/s40623-021-01381-9

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