Search Results

• An Implicitly Consistent Formulation of a Dual-Mesh Hybrid LES/RANS Method

  Heng Xiao, Jian-Xun Wang, Patrick Jenny

  2018-04-08

  42101 3220 Pages:577-590

• 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

  66824 6238 Pages:625-650 Open-access

• Algorithms in a Robust Hybrid CFD-DEM Solver for Particle-Laden Flows

  Heng Xiao, Jin Sun

  2018-03-27

  38319 4088 Pages:297-323

• Enforcing Imprecise Constraints on Generative Adversarial Networks for Emulating Physical Systems

  Yang Zeng, Jin-Long Wu, Heng Xiao

  2021-07-01

  49405 3303 Pages:635-665

• Ensemble Gradient for Learning Turbulence Models from Indirect Observations

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

  2021-10-26

  80762 3742 Pages:1269-1289

• Frame Invariance and Scalability of Neural Operators for Partial Differential Equations

  Muhammad I. Zafar, Jiequn Han, Xu-Hui Zhou, Heng Xiao

  2022-08-11

  303892 3516 Pages:336-363

• First-Principle-Like Reinforcement Learning of Nonlinear Numerical Schemes for Conservation Laws

  Hao-Chen Wang, Meilin Yu, Heng Xiao

  2026-01-15

  3338 389 Pages:1-28

• DAFI: An Open-Source Framework for Ensemble-Based Data Assimilation and Field Inversion

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

  2021-03-24

  47074 3249 Pages:1583-1622