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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：43/0 | 提交时间：2023/11/28
Machine learning Turbulence modeling Ensemble Kalman inversion Physical interpretability |
| 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 |
| Recent progress on high-order discontinuous schemes for simulations of multiphase and multicomponent flows 期刊论文
PROGRESS IN AEROSPACE SCIENCES, 2023, 卷号: 140, 页码: 25
作者: Lv Y(吕钰); Ekaterinaris, John
Adobe PDF(10529Kb) | 收藏 | 浏览/下载：35/1 | 提交时间：2024/02/26 |
| A wall model learned from the periodic hill data and the law of the wall 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 5, 页码: 55108
作者: Zhou ZD(周志登); Yang, Xiang IA; Zhang FS(张凤顺); Yang XL(杨晓雷)
Adobe PDF(2116Kb) | 收藏 | 浏览/下载：22/0 | 提交时间：2023/07/17 |
| 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 |
| 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 |
| 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
作者: Wu T(吴霆); He GW(何国威)
Adobe PDF(1735Kb) | 收藏 | 浏览/下载：62/0 | 提交时间：2023/04/20
turbulence modelling turbulent boundary layers |
| Homogeneity constraints on the mixed moments of velocity gradient and pressure Hessian in incompressible turbulence 期刊论文
PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 2, 页码: 24601
作者: Zhou ZD(周志登); Yang PF(杨平凡)
Adobe PDF(454Kb) | 收藏 | 浏览/下载：47/0 | 提交时间：2023/04/20 |
| Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence 期刊论文
BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336
作者: Li SL(李世隆); Zhou ZD(周志登); Chen DY(陈丹阳); Yuan,Xianxu; Guo,Qilong; Yang XL(杨晓雷)
Adobe PDF(11087Kb) | 收藏 | 浏览/下载：143/24 | 提交时间：2023/02/03
Roughness-resolved simulation Direct numerical simulation Cube-roughened surfaces Roughness length |
