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    A Machine Learning Approach to Predicting SEP Events Using Properties of Coronal Mass Ejections by Jesse Torres, Lulu Zhao, Philip K. Chan, Ming Zhang

    Published 2022-07-01
    “…A lack of thorough understanding the eruption processes of solar activities and the subsequent acceleration and transport processes of energetic particles makes it difficult to forecast the occurrence of an SEP event and its intensity using conventional modeling with physics‐based parameters. Therefore, in order to provide an advance warning for astronauts to seek shelter in a timely manner, we apply neural networks to forecast the occurrence of SEP events. …”
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