Search Results

• An Adaptive ANOVA-Based Data-Driven Stochastic Method for Elliptic PDEs with Random Coefficient

  Zhiwen Zhang, Xin Hu, Thomas Y. Hou, Guang Lin, Mike Yan

  2014-12-08

  39709 3969 Pages:571-598

• A Data-Driven Scale-Invariant Weighted Compact Nonlinear Scheme for Hyperbolic Conservation Laws

  Zixuan Zhang, Yidao Dong, Yuanyang Zou, Hao Zhang, Xiaogang Deng

  2024-05-06

  28544 2085 Pages:1120-1154

• Learning PDEs from Data on Closed Surfaces with Sparse Optimization

  Zhengjie Sun, Leevan Ling, Ran Zhang

  2025-09-02

  12022 1005 Pages:289-314

• Learning Invariant Representation of Multiscale Hyperelastic Constitutive Law from Sparse Experimental Data

  Rui He, Junzhi Cui, Zihao Yang, Jieqiong Zhang, Xiaofei Guan

  2023-09-04

  34258 2837 Pages:392-417

• Thermal Response Variability of Random Polycrystalline Microstructures

  Bin Wen, Zheng Li, Nicholas Zabaras

  2011-10-01

  39084 3996 Pages:607-634

• Data-Driven, Physics-Based Feature Extraction from Fluid Flow Fields Using Convolutional Neural Networks

  Carlos Michelen Strofer, Jin-Long Wu, Heng Xiao, Eric Paterson

  2018-11-09

  66837 6245 Pages:625-650 Open-access

• Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise

  Liya Guo, Liwei Lu, Zhijun Zeng, Pipi Hu, Yi Zhu

  2025-05-29

  9058 533 Pages:1277-1304

• Approximating Numerical Fluxes Using Fourier Neural Operators for Hyperbolic Conservation Laws

  Taeyoung Kim, Myungjoo Kang

  2025-09-02

  12321 905 Pages:420-456

• Predict Blood Pressure by Photoplethysmogram with the Fluid-Structure Interaction Modeling

  Jianhong Chen, Wenrui Hao, Pengtao Sun, Lian Zhang

  2022-03-30

  53395 3223 Pages:1114-1133