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Direct numerical simulations of supersonic flat-plate turbulent boundary layers with uniform blowing 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 4, 页码: 17
Authors:  Guo TB(郭同彪);  Tong FL(童福林);  Ji XX(纪相鑫);  Li XL(李新亮)
Favorite  |  View/Download:4/0  |  Submit date:2024/05/27
Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution 期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
Authors:  Liu Y(刘毅);  Wang SZ(王士召);  Zhang XL(张鑫磊);  He GW(何国威)
Favorite  |  View/Download:15/0  |  Submit date:2024/05/21
Ensemble Kalman method  Machine learning  Turbulence modeling  SUBOFF model  
Turbulent momentum and kinetic energy transfer of channel flow over three-dimensional wavy walls 期刊论文
PHYSICAL REVIEW FLUIDS, 2024, 卷号: 9, 期号: 2, 页码: 29
Authors:  Zhang EW(张恩伟);  Wang Z(王展);  Liu, Qingquan
Favorite  |  View/Download:56/0  |  Submit date:2024/04/29
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
Authors:  Luo QY(罗清勇);  Zhang XL(张鑫磊);  He GW(何国威)
Favorite  |  View/Download:15/0  |  Submit date:2024/05/14
Wall shear stress and wall heat flux in a supersonic turbulent boundary layer subjected to concave surface curvature 期刊论文
PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 12, 页码: 29
Authors:  Tong FL(童福林);  Duan JY(段俊亦);  Ji XX(纪相鑫);  Dong, Siwei;  Yuan, Xianxu;  Li XL(李新亮)
Adobe PDF(7538Kb)  |  Favorite  |  View/Download:68/9  |  Submit date:2024/01/22
Drag reduction using riblets downstream of a high Reynolds number inclined forward step flow 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 12, 页码: 13
Authors:  Wang YT(王业腾);  Sun ZX(孙振旭);  Ju SJ(鞠胜军);  Guo DL(郭迪龙);  Yin B(银波);  Pan BY(潘博宇);  Nan KW(南凯威);  Yang GW(杨国伟)
Adobe PDF(3403Kb)  |  Favorite  |  View/Download:39/2  |  Submit date:2024/02/05
Numerical simulation of hypersonic flat-plate boundary-layer blowing control 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 12, 页码: 16
Authors:  Li ZX(李宗贤);  Liu MK(刘美宽);  Han GL(韩桂来);  Wang DG(王大高);  Jiang ZL(姜宗林)
Adobe PDF(4748Kb)  |  Favorite  |  View/Download:60/10  |  Submit date:2024/03/11
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:114/9  |  Submit date: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
Authors:  Zhang XL(张鑫磊);  Xiao, Heng;  Luo, Xiaodong;  He GW(何国威)
Adobe PDF(7111Kb)  |  Favorite  |  View/Download:54/5  |  Submit date:2023/09/05
Ensemble Kalman method  Turbulence modeling  Direct data  Indirect data  
New explicit formula for inertial lift in confined flows 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 9, 页码: 8
Authors:  Su JH(苏敬宏);  Zheng X(郑旭);  Hu, Guoqing
Adobe PDF(2976Kb)  |  Favorite  |  View/Download:94/11  |  Submit date:2023/10/30