Surrogate Modeling for Soliton Wave of Nonlinear Partial Differential Equations via the Improved Physics-Informed Deep Learning

Yanan Guo, Xiaoqun Cao, Kecheng Peng, Wenlong Tian, Mengge Zhou. Surrogate Modeling for Soliton Wave of Nonlinear Partial Differential Equations via the Improved Physics-Informed Deep Learning. In De-Shuang Huang, Prashan Premaratne, Baohua Jin, Boyang Qu, Kang-Hyun Jo, Abir Hussain, editors, Advanced Intelligent Computing Technology and Applications - 19th International Conference, ICIC 2023, Zhengzhou, China, August 10-13, 2023, Proceedings, Part II. Volume 14087 of Lecture Notes in Computer Science, pages 235-246, Springer, 2023. [doi]

Abstract

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