Search Results

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

  Heng Xiao, Jian-Xun Wang & Patrick Jenny

  2018-04-08

  42013 3183 Pages:577-590

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

  Carlos Michelén Ströfer, Jin-Long Wu, Heng Xiao & Eric Paterson

  2018-11-09

  66627 6161 Pages:625-650 Open-access

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

  Heng Xiao & Jin Sun

  2018-03-27

  38201 4033 Pages:297-323

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

  Yang Zeng, Jin-Long Wu, Heng Xiao

  2021-07-01

  49302 3280 Pages:635-665

• 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

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

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

  2022-08-11

  303796 3475 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

  3075 275 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

  46923 3204 Pages:1583-1622