image: Pre-flare electric current accumulation in magnetic regions accurately identified as flare-producing using machine learning. view more
Credit: Image courtesy of Dattaraj Bhalchandra Dhuri.
科研人员报告说，根据区域是否产生M类或X类的太阳耀斑，训练分类太阳活跃区域的机器学习算法提供了产生耀斑的活跃区域的此前未知特征的统计学证据，诸如产生耀斑的活跃区域在耀斑前后的持续存在，以及耀斑之前电流的积累。
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Journal
Proceedings of the National Academy of Sciences