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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
作者:  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)  |  收藏  |  浏览/下载:40/3  |  提交时间: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
作者:  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)  |  收藏  |  浏览/下载:27/0  |  提交时间: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
作者:  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)  |  收藏  |  浏览/下载:32/7  |  提交时间: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
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  
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
作者:  Su JH(苏敬宏);  Zheng X(郑旭);  Hu, Guoqing
Adobe PDF(2976Kb)  |  收藏  |  浏览/下载:64/3  |  提交时间:2023/10/30
Turbulence in waked wind turbine wakes: Similarity and empirical formulae 期刊论文
RENEWABLE ENERGY, 2023, 卷号: 209, 页码: 27-41
作者:  Zhang Y(张奕);  Li ZB(李曌斌);  Liu XH(刘晓豪);  Sotiropoulos, Fotis;  Yang XL(杨晓雷)
Adobe PDF(1590Kb)  |  收藏  |  浏览/下载:44/0  |  提交时间:2023/06/15
Wind turbine wake  Similarity  Empirical formulae  Reynolds normal stress  
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
Large eddy simulation of shock wave/turbulent boundary layer interaction under incipient and fully separated conditions 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 4, 页码: 46106
作者:  Ji XX(纪相鑫);  Li XL(李新亮);  Tong FL(童福林);  Yu ZP(于长平)
Adobe PDF(6818Kb)  |  收藏  |  浏览/下载:55/0  |  提交时间:2023/06/15
Helical model based on artificial neural network for large eddy simulation of compressible wall-bounded turbulent flows 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 4, 页码: 45120
作者:  Liu, Wanhai;  Qi H(齐涵);  Shi, Haoyu;  Yu ZP(于长平);  Li XL(李新亮)
Adobe PDF(2895Kb)  |  收藏  |  浏览/下载:42/0  |  提交时间:2023/06/15