Search Results

• 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

• 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

• 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

• 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

• Machine Learning Based Optimization of Tube Geometry for Capillary Rise

  Yanfang Xu, Zhenhua Chai, Fang Shan, Xuhui Meng

  2026-08-01

  508 39 Pages:1307-1327

• 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