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| Clustering dimensionless learning for multiple-physical-regime systems 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者: Zhang, Lei; Xu ZY(许昭越); Wang SZ(王士召) ; He GW(何国威)
  收藏 | 浏览/下载：20/0 | 提交时间：2024/03/11
Cluster Active subspace Data-driven dimensional analysis Machine learning |
| 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
作者: Zhang XL(张鑫磊); Xiao, Heng; Jee, Solkeun; He GW(何国威)
Adobe PDF(5699Kb) | 收藏 | 浏览/下载：40/0 | 提交时间：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
作者: Zhang FS(张风顺); Yang XL(杨晓雷); He GW(何国威)
Adobe PDF(11191Kb) | 收藏 | 浏览/下载：83/2 | 提交时间：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
作者: Wu CT(吴楚畋); Wang SZ(王士召); Zhang XL(张鑫磊); He GW(何国威)
Adobe PDF(3908Kb) | 收藏 | 浏览/下载：82/0 | 提交时间：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
作者: Liu, Tianshu; Wang SZ(王士召); Liu, Hao; He GW(何国威)
Adobe PDF(39199Kb) | 收藏 | 浏览/下载：37/0 | 提交时间：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 |
| 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
作者: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威)
Adobe PDF(7111Kb) | 收藏 | 浏览/下载：37/0 | 提交时间：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
作者: Liu Y(刘毅); Zhang XL(张鑫磊); He GW(何国威)
 Adobe PDF(8757Kb) | 收藏 | 浏览/下载：52/0 | 提交时间：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
作者: Liu Y(刘毅); Wang HP(王洪平); Wang SZ(王士召); He GW(何国威)
Adobe PDF(9368Kb) | 收藏 | 浏览/下载：72/0 | 提交时间：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
作者: Lu M(卢敏); Yang ZX(杨子轩); He GW(何国威)
Adobe PDF(3953Kb) | 收藏 | 浏览/下载：144/0 | 提交时间：2023/02/20
Phase-change model Velocity decomposition Multi-phase flow |
| Quantum Implementation of Numerical Methods for Convection-Diffusion Equations: Toward Computational Fluid Dynamics 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2023, 卷号: 33, 期号: 2, 页码: 425-451
作者: Liu BF(刘宝峰); Zhu LX(朱力行); Yang ZX(杨子轩); He GW(何国威)
Adobe PDF(536Kb) | 收藏 | 浏览/下载：49/0 | 提交时间：2023/06/15
Quantum computing partial differential equations computational fluid dynamics finite difference finite element |
