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Advances in Applied Mathematics and Mechanics
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  • Broad Learning System with Preprocessing to Recover the Scattering Obstacles with Far–Field Data

    Weishi Yin, Hongyu Qi, Pinchao Meng
    2023-04-11
    39747 3098 Pages:984-1000
  • Deep Domain Decomposition Methods: Helmholtz Equation

    Wuyang Li, Ziming Wang, Tao Cui, Yingxiang Xu, Xueshuang Xiang
    2022-10-24
    45802 4407 Pages:118-138
  • A Surrogate Reduced Order Model of the Unsteady Advection Dominant Problems Based on Combination of Deep Autoencoders-LSTM and POD

    Mahdi Kherad, Mohammad Kazem Moayyedi, Faranak Fotouhi
    2024-11-01
    15716 1385 Pages:1410-1450
  • High Order Deep Domain Decomposition Method for Solving High Frequency Interface Problems

    Zhipeng Chang, Ke Li, Xiufen Zou, Xueshuang Xiang
    2023-10-11
    30476 2735 Pages:1602-1630
  • Error Analyses of the Single Hidden Layer Neural Network Based on the Extreme Learning Machine for Solving Differential Equations

    Baixue Xing, Hongliang Liu, Haodong Li, Zhenxing Fu
    2025-11-22
    168 4
  • DPK: Deep Neural Network Approximation of the First Piola-Kirchhoff Stress

    Tianyi Hu, Jerry Zhijian Yang, Cheng Yuan
    2023-12-21
    27072 2386 Pages:75-100
  • Physics-Informed Deep Learning Method for Surrogate Modeling in Elastic Mechanics

    Dan Li, Xinming Lu, Hongjuan Wang, Guibin Liu, Xin Liu
    2025-05-12
    8360 472 Pages:1239-1258
  • Fast Prediction of Immiscible Two-Phase Displacements in Heterogeneous Porous Media with Convolutional Neural Network

    Wei Feng, Haibo Huang
    2020-10-20
    52782 5344 Pages:140-162
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