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| Physical interpretation of neural network-based nonlinear eddy viscosity models 期刊论文 AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13 Authors: Zhang XL(张鑫磊); Xiao, Heng; Jee, Solkeun; He GW(何国威) Adobe PDF(5699Kb)  |  Favorite  |  View/Download:75/7  |  Submit date:2023/11/28 Machine learning Turbulence modeling Ensemble Kalman inversion Physical interpretability |
| Multiscale analysis of a very long wind turbine wake in an atmospheric boundary layer 期刊论文 PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 10, 页码: 27 Authors: Zhang FS(张风顺); Yang XL(杨晓雷); He GW(何国威) Adobe PDF(11191Kb)  |  Favorite  |  View/Download:117/9  |  Submit date:2023/12/11 |
| Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows 期刊论文 AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542 Authors: Wu CT(吴楚畋); Wang SZ(王士召); Zhang XL(张鑫磊); He GW(何国威) Adobe PDF(3908Kb)  |  Favorite  |  View/Download:123/11  |  Submit date:2023/09/26 Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| Engineering perspective on bird flight: Scaling, geometry, kinematics and aerodynamics 期刊论文 PROGRESS IN AEROSPACE SCIENCES, 2023, 卷号: 142, 页码: 47 Authors: Liu, Tianshu; Wang SZ(王士召); Liu, Hao; He GW(何国威) Adobe PDF(39199Kb)  |  Favorite  |  View/Download:74/4  |  Submit date:2024/01/22 Bird Flight Scaling Flapping wing Airfoil Wing geometry Wing kinematics Aerodynamics Vortex Lift Drag Thrust Thin-airfoil theory Lifting-line theory Wake models Kutta-Joukowski theorem Actuator disk model Vortex ring model CFD Multiple joint arm system |
| Dynamics of the perceived velocity gradient tensor and its modelling 期刊论文 PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 9, 页码: 17 Authors: Yang PF(杨平凡); Bodenschatz, Eberhard; He GW(何国威); Pumir, Alain; Xu, Haitao Adobe PDF(1195Kb)  |  Favorite  |  View/Download:90/8  |  Submit date:2023/12/11 |
| Combining direct and indirect sparse data for learning generalizable turbulence models 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272 Authors: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威) Adobe PDF(7111Kb)  |  Favorite  |  View/Download:60/7  |  Submit date:2023/09/05 Ensemble Kalman method Turbulence modeling Direct data Indirect data |
| Learning Neural-Network-Based Turbulence Models for External Transonic Flows Using Ensemble Kalman Method 期刊论文 AIAA JOURNAL, 2023 Authors: Liu Y(刘毅); Zhang XL(张鑫磊); He GW(何国威) Adobe PDF(8757Kb)  |  Favorite  |  View/Download:59/0  |  Submit date:2023/06/15 |
| A cache-efficient reordering method for unstructured meshes with applications to wall-resolved large-eddy simulations 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 480, 页码: 112009 Authors: Liu Y(刘毅); Wang HP(王洪平); Wang SZ(王士召); He GW(何国威) Adobe PDF(9368Kb)  |  Favorite  |  View/Download:103/7  |  Submit date:2023/06/15 Large -eddy simulations Unstructured mesh High performance computing Mesh reordering Cache utilization |
| An interface-resolved phase-change model based on velocity decomposition 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 475, 页码: 28 Authors: Lu M(卢敏); Yang ZX(杨子轩); He GW(何国威) Adobe PDF(3953Kb)  |  Favorite  |  View/Download:186/8  |  Submit date:2023/02/20 Phase-change model Velocity decomposition Multi-phase flow |
| Composition of resolvents enhanced by random sweeping for large scale structures in turbulent channel flows 期刊论文 JOURNAL OF FLUID MECHANICS, 2023, 卷号: 956, 页码: A31 Authors: Wu T(吴霆); He GW(何国威) Adobe PDF(1735Kb)  |  Favorite  |  View/Download:69/2  |  Submit date:2023/04/20 turbulence modelling turbulent boundary layers |