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Low-Order Moments of Velocity Gradient Tensors in Two-Dimensional Isotropic Turbulence 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 2, 页码: 12
作者:  Luo, Chensheng;  Yang PF(杨平凡);  Fang, Le
收藏  |  浏览/下载：1/0  |  提交时间：2024/04/15
two-dimensional turbulence  compressible turbulence  velocity gradient  
Numerical investigation of mixed-phase turbulence induced by a plunging jet 期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 979, 页码: 30
作者:  Li R(李荣);  Yang ZX(杨子轩);  Zhang, Wei
收藏  |  浏览/下载：30/0  |  提交时间：2024/02/19
turbulence simulation  turbulence modelling  multiphase flow  
Principle of fundamental resonance in hypersonic boundary layers: an asymptotic viewpoint 期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 978, 页码: 44
作者:  Song RJ(宋润杰);  Dong M(董明);  Zhao, Lei
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/19
boundary layer stability  transition to turbulence  
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  
Impact of compliant coating on Mack-mode evolution in hypersonic boundary layers 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 974, 页码: 32
作者:  Ji XY(纪晓阳);  Dong M(董明);  Zhao, Lei
Adobe PDF(1655Kb)  |  收藏  |  浏览/下载：59/1  |  提交时间：2023/11/28
boundary layer stability  transition to turbulence  
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  
Effect of cone rotation on the nonlinear evolution of Mack modes in supersonic boundary layers 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 971, 页码: 48
作者:  Song RJ(宋润杰);  Dong M(董明);  Zhao, Lei
Adobe PDF(3400Kb)  |  收藏  |  浏览/下载：60/1  |  提交时间：2023/10/16
boundary layer stability  supersonic flow  transition to turbulence  
Vortex-induced energy loss of a mixed-flow waterjet pump under different operating conditions 期刊论文
ACTA MECHANICA SINICA, 2023, 卷号: 39, 期号: 9, 页码: 323064
作者:  Kan, Kan;  Xu, Yuhang;  Xu, Hui;  Feng, Jiangang;  Yang ZX(杨子轩)
Adobe PDF(4285Kb)  |  收藏  |  浏览/下载：40/0  |  提交时间：2023/07/17
Mixed-flow waterjet pump  Entropy production  Turbulence dissipation  Enstrophy transport  
Characteristics of wind turbine wakes for different blade designs 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 965, 页码: A15
作者:  Dong GD(董国丹);  Qin JH(秦建华);  Li ZB(李曌斌);  Yang XL(杨晓雷)
Adobe PDF(3168Kb)  |  收藏  |  浏览/下载：40/0  |  提交时间：2023/07/17
wakes  turbulence simulation