Search Results

• A Lightweight Data-Driven Model Enhanced Discontinuous Galerkin Method for Rapidly Simulating Transonic Airfoil Flowfields

  Lili Lv, Yiwei Feng, Weixiong Yuan, Liang Xu, Tiegang Liu

  2025-09-05

  3740 365 Pages:1053-1088

• Aerodynamic Performance and Data-Driven Optimization of Flow Past an Inclined Rounded Square Cylinder

  Wentian Song, Jingrun Chen, Wan Cheng, Zhouwang Yang, Xisheng Luo

  2025-08-08

  4530 442 Pages:491-520

• 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

  34150 2794 Pages:392-417

• A Data-Driven Reconstruction for Unstructured Finite Volume Method on Multi-Dimensional Compressible Flows

  Jayeon Joo, Dongseok Kim, Hojun You, Chongam Kim

  2024-12-02

  15908 1151 Pages:1307-1338

• Ensemble Gradient for Learning Turbulence Models from Indirect Observations

  Carlos A. Michelén Ströfer, Xin-Lei Zhang, Heng Xiao

  2021-10-26

  80671 3711 Pages:1269-1289

• A Sample-Wise Data Driven Control Solver for the Stochastic Optimal Control Problem with Unknown Model Parameters

  Richard Archibald, Feng Bao, Jiongmin Yong

  2023-05-12

  34696 2784 Pages:1132-1163

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

  Jianhong Chen, Wenrui Hao, Pengtao Sun, Lian Zhang

  2022-03-30

  53297 3169 Pages:1114-1133

• Physics-Constrained, Data-Driven Discovery of Coarse-Grained Dynamics

  Lukas Felsberger & Phaedon-Stelios Koutsourelakis

  2019-01-10

  48659 5379 Pages:1259-1301

• A Model-Data Asymptotic-Preserving Neural Network Method Based on Micro-Macro Decomposition for Gray Radiative Transfer Equations

  Hongyan Li, Song Jiang, Wenjun Sun, Liwei Xu, Guanyu Zhou

  2024-06-14

  36696 1938 Pages:1155-1193

• Thermal Response Variability of Random Polycrystalline Microstructures

  Bin Wen, Zheng Li & Nicholas Zabaras

  2011-10-01

  39005 3961 Pages:607-634

• An Efficient Reduced-Order Model Based on Dynamic Mode Decomposition for Parameterized Spatial High-Dimensional PDEs

  Yifan Lin, Xiang Sun, Jie Nie, Yuanhong Chen, Zhen Gao

  2025-09-02

  11746 904 Pages:575-602

• Nonlinear Reduced DNN Models for State Estimation

  Wolfgang Dahmen, Min Wang, Zhu Wang

  2022-07-06

  42845 3718 Pages:1-40