DeepPE: Emulating Parameterization in Numerical Weather Forecast Model Through Bidirectional Network

Fengyang Xu, Wencheng Shi, Yunfei Du, Zhiguang Chen, Yutong Lu. DeepPE: Emulating Parameterization in Numerical Weather Forecast Model Through Bidirectional Network. In Yuxiao Dong, Nicolas Kourtellis, Barbara Hammer, José Antonio Lozano, editors, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part V. Volume 12979 of Lecture Notes in Computer Science, pages 87-101, Springer, 2021. [doi]

Abstract

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