Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks

Yiyuan Li, Xiting Ju, Yi Xiao, Qilong Jia, Yongxiao Zhou, Simeng Qian, Rongfen Lin, Bin Yang, Shupeng Shi, Xin Liu, Jie Gao, Zhen Wang, Sha Liu, Jian Tan, Xuan Wang, Zhengding Hu, Limin Yan, Wei Xue. Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks. In Dorian Arnold, Rosa M. Badia, Kathryn M. Mohror, editors, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023. ACM, 2023. [doi]

Abstract

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