Search Results

• Physics-Informed Deep Learning Method for Surrogate Modeling in Elastic Mechanics

  Dan Li, Xinming Lu, Hongjuan Wang, Guibin Liu, Xin Liu

  2025-05-12

  8636 533 Pages:1239-1258

• DPK: Deep Neural Network Approximation of the First Piola-Kirchhoff Stress

  Tianyi Hu, Jerry Zhijian Yang, Cheng Yuan

  2023-12-21

  27280 2446 Pages:75-100

• Legendre Neural Network for Solving Linear Variable Coefficients Delay Differential-Algebraic Equations with Weak Discontinuities

  Hongliang Liu, Jingwen Song, Huini Liu, Jie Xu, Lijuan Li

  2020-10-20

  54140 4926 Pages:101-118

• Cell-Average Based Neural Network Method for Hunter-Saxton Equations

  Chunjie Zhang, Changxin Qiu, Xiaofang Zhou, Xiaoming He

  2024-05-14

  26439 2450 Pages:833-859

• 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

  642 9

• Method to Improve Heat Extraction in Enhanced Geothermal Systems with Heterogeneous Fracture Network

  Qiang Huang, Ning Guo, Haibo Huang, Jie Yu, Gang Pei, Maobin Hu

  2024-12-02

  18149 1268 Pages:1-30

• Fast Prediction of Immiscible Two-Phase Displacements in Heterogeneous Porous Media with Convolutional Neural Network

  Wei Feng, Haibo Huang

  2020-10-20

  52933 5416 Pages:140-162

• Dynamics of Calcium Signal and Leukotriene C4 Release in Mast Cells Network Induced by Mechanical Stimuli and Modulated by Interstitial Fluid Flow

  Wei Yao, Hongwei Yang, Yabei Li, Guanghong Ding

  2018-05-05

  43709 4688 Pages:67-81

• A Front-Tracking Method for Motion by Mean Curvature with Surfactant

  Ming-Chih Lai, Che-Wei Hsu, Huaxiong Huang

  2018-08-10

  39653 3937 Pages:288-300

• Compressive Strength Prediction of High-Performance Hydraulic Concrete Using a Novel Neural Network Based on the Memristor

  Jun Lu, Lin Qiu, Yingjie Liang, Ji Lin

  2024-05-14

  25853 2724 Pages:878-904

• ALM-PINN: An Adaptive Physical Informed Neural Network Optimized by Levenberg-Marquardt for Efficient Solution of Singular Perturbation Problems

  Yinghao Chen, Muzhou Hou, Jingying Hu, Yang Xiao, Jinyong Ying, Ting Zhang

  2025-09-29

  7054 337 Pages:1841-1866

• Deep Neural Network for Oscillation Dynamics of Capillary Rise

  Fang Shan, Hao Yu, Zhenhua Chai, Yanfang Xu, Baochang Shi

  2024-12-31

  12991 1203 Pages:663-680

• Partial Topology Identification of Stochastic Multi-Weighted Complex Networks Based on Graph-Theoretic Method and Adaptive Synchronization

  Huiling Chen, Chunmei Zhang, Yuli Feng, Qin Xu

  2023-10-11

  48933 2773 Pages:1428-1455

• Characterising Mechanical Properties of Flowing Microcapsules Using a Deep Convolutional Neural Network

  T. Lin, Z. Wang, R. X. Lu, W. Wang, Y. Sui

  2021-11-18

  49923 4577 Pages:79-100

• A Simplified Neuronal Model for the Instigation and Propagation of Cortical Spreading Depression

  Huaxiong Huang, Robert M. Miura, Wei Yao

  2021-07-01

  40436 4145 Pages:759-773

• High Order Deep Domain Decomposition Method for Solving High Frequency Interface Problems

  Zhipeng Chang, Ke Li, Xiufen Zou, Xueshuang Xiang

  2023-10-11

  30655 2779 Pages:1602-1630

• Deep Domain Decomposition Methods: Helmholtz Equation

  Wuyang Li, Ziming Wang, Tao Cui, Yingxiang Xu, Xueshuang Xiang

  2022-10-24

  46029 4555 Pages:118-138

• Nonlinear Viscoelastic Response of Thermoplastic-Elastomer Melts

  Aleksey D. Drozdov, Erik A. Jensen, Jesper deClaville Christiansen

  2010-02-01

  43792 5166 Pages:1-31

• Contaminant Flow and Transport Simulation in Cracked Porous Media Using Locally Conservative Schemes

  Pu Song, Shuyu Sun

  2012-04-01

  42290 4673 Pages:389-421

• Inverse Eigenvalue Problems for Exploring the Dynamics of Systems Biology Models

  James Lu

  2021-07-01

  41192 4208 Pages:711-728

• Broad Learning System with Preprocessing to Recover the Scattering Obstacles with Far–Field Data

  Weishi Yin, Hongyu Qi, Pinchao Meng

  2023-04-11

  39894 3129 Pages:984-1000

• Cosine Radial Basis Function Neural Networks for Solving Fractional Differential Equations

  Haidong Qu

  2018-08-04

  42477 3049 Pages:667-679

• 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

  15902 1428 Pages:1410-1450