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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
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：45/0 | 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：88/2 | 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：83/0 | 提交时间：2023/09/26
Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| 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：53/0 | 提交时间：2023/06/15 |
| 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：148/0 | 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：50/0 | 提交时间：2023/06/15
Quantum computing partial differential equations computational fluid dynamics finite difference finite element |
| Wall model based on neural networks for LES of turbulent flows over periodic hills 期刊论文
PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 5, 页码: 30
作者: Zhou ZD(周志登); He GW(何国威); Yang XL(杨晓雷)
Adobe PDF(3290Kb) | 收藏 | 浏览/下载：273/108 | 提交时间：2021/08/03 |
| Using machine learning to detect the turbulent region in flow past a circular cylinder 期刊论文
JOURNAL OF FLUID MECHANICS, 2020, 卷号: 905, 页码: A10
作者: Li BL(李秉霖); Yang ZX(杨子轩); Zhang X(张星); He GW(何国威); Deng BQ; Shen L
Adobe PDF(1681Kb) | 收藏 | 浏览/下载：538/171 | 提交时间：2020/12/28
wakes LAGRANGIAN COHERENT STRUCTURES turbulent transition DATA-DRIVEN INTERFACE DYNAMICS CLOSURE |
| Grid-Dependence Study for Simulating Propeller Crashback Using Large-Eddy Simulation with Immersed Boundary Method 期刊论文
OCEAN ENGINEERING, 2020, 卷号: 218, 期号: 15, 页码: 108211
作者: Liao F(廖飞); Yang XL(杨晓雷); Wang SZ(王士召); He GW(何国威)
Adobe PDF(7812Kb) | 收藏 | 浏览/下载：230/65 | 提交时间：2021/01/29
Grid-dependence Propeller Crashback Large-eddy simulation Immersed boundary method |
