Knowledge‐Informed Deep Neural Networks for Solar Flare Forecasting

Abstract Recently, although various deep learning techniques have been applied to building space weather prediction models, a large amount of relevant prior knowledge of solar eruptions and magnetic properties is ignored during the model development. By integrating prior knowledge in flare productio...

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Bibliographic Details
Main Authors: Ming Li, Yanmei Cui, Bingxian Luo, Xianzhi Ao, Siqing Liu, Jingjing Wang, Shuxin Li, Chenxi Du, Xiaojing Sun, Xin Wang
Format: Article
Language:English
Published: Wiley 2022-08-01
Series:Space Weather
Subjects:
Online Access:https://doi.org/10.1029/2021SW002985
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