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

  8360 472 Pages:1239-1258

• 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

• 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

  54001 4823 Pages:101-118

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

  Chunjie Zhang, Changxin Qiu, Xiaofang Zhou, Xiaoming He

  2024-05-14

  26270 2408 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

  168 4

• 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

  17916 1149 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

  52782 5344 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

  43613 4646 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

  39535 3888 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

  25724 2688 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

  5014 252 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

  12820 1152 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

  48765 2732 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

  49731 4506 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

  40325 4096 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

  30476 2735 Pages:1602-1630

• Deep Domain Decomposition Methods: Helmholtz Equation

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

  2022-10-24

  45802 4407 Pages:118-138

• Nonlinear Viscoelastic Response of Thermoplastic-Elastomer Melts

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

  2010-02-01

  43653 5131 Pages:1-31

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

  Pu Song, Shuyu Sun

  2012-04-01

  42171 4619 Pages:389-421

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

  James Lu

  2021-07-01

  41056 4155 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

  39747 3098 Pages:984-1000

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

  Haidong Qu

  2018-08-04

  42361 3028 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

  15716 1385 Pages:1410-1450