Xiaoying Zhuang

Leibniz Universität Hannover

Germany

  • Leibniz Universität Hannover

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Kolmogorov–Arnold-Informed Neural Network: A Physics-Informed Deep Learning Framework for Solving Pdes Based on Kolmogorov–Arnold Networks

Number of pages: 41 Posted: 17 Jun 2024
Yizheng Wang, Jia Sun, Jinshuai Bai, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk and Yinghua Liu
Tsinghua University, CNPC Engineering Technology Research and Development Company Limited, Queensland University of Technology, affiliation not provided to SSRN, Leibniz Universität Hannover, Leibniz Universität Hannover, Bauhaus University - Institute of Structural Mechanics and Tsinghua University
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PINNs, Kolmogorov-Arnold Networks, Computational Mechanics, AI for PDEs, AI for science