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  • Neural-Network-Augmented Empirical Interpolation Method for Field Reconstruction with Noise and Vibration Tolerance

    Han Li, Helin Gong, Chuanju Xu
    2026-01-03
    DOI:10.4208/cicp.OA-2024-0099
    1929 82 pp. 855-883
  • Weak Minimization-Sampling Network for Solving PDEs

    Zhenqian E, Weiguo Gao
    2026-01-03
    DOI:10.4208/cicp.OA-2024-0153
    1940 120 pp. 696-712
  • A Neural Particle Method with Interface Tracking and Adaptive Particle Refinement for Free Surface Flows

    Pei-Hsin Pai, Heng-Chuan Kan, Hock-Kiet Wong, Yih-Chin Tai
    2024-10-29
    DOI:10.4208/cicp.OA-2023-0235
    17866 1218 pp. 1021-1052
  • Scale-Decomposed Physics-Informed Neural Networks for Singular Perturbation Problems

    Lei Zhang, Guowei He
    2026-01-18
    DOI:10.4208/cicp.OA-2024-0149
    1056 238 pp. 1267-1298
  • Neural Networks with Local Converging Inputs (NNLCI) for Solving Conservation Laws, Part II: 2D Problems

    Haoxiang Huang, Vigor Yang, Yingjie Liu
    2023-11-08
    DOI:10.4208/cicp.OA-2023-0026
    77238 3710 pp. 907-933
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