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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, Yi;  Wang, Shizhao;  Zhang, Xin-Lei;  He, Guowei
Favorite  |  View/Download:4/0  |  Submit date:2024/05/21
Ensemble Kalman method  Machine learning  Turbulence modeling  SUBOFF model  
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:4/0  |  Submit date:2024/05/14
Thermochemical non-equilibrium flow characteristics of high Mach number inlet in a wide operation range 期刊论文
CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 12, 页码: 164-184
Authors:  Dai, Chunliang;  Sun, Bo;  Yue LJ(岳连捷);  Zhou, Shengbing;  Zhuo, Changfei;  Zhou, Changsheng;  Yu, Jianyi
Adobe PDF(5674Kb)  |  Favorite  |  View/Download:46/6  |  Submit date:2024/02/19
Scramjet inlet  Starting ability  Thermochemical  Work performance  
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
Authors:  Zhang XL(张鑫磊);  Xiao, Heng;  Jee, Solkeun;  He GW(何国威)
Adobe PDF(5699Kb)  |  Favorite  |  View/Download:58/2  |  Submit date:2023/11/28
Machine learning  Turbulence modeling  Ensemble Kalman inversion  Physical interpretability  
Numerical study of high temperature non-equilibrium effects of double-wedge in hypervelocity flow 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2022, 卷号: 124, 页码: 17
Authors:  Dai, Chunliang;  Sun, Bo;  Zhuo, Changfei;  Zhou, Shengbing;  Zhou, Changsheng;  Yue LJ(岳连捷)
Adobe PDF(6822Kb)  |  Favorite  |  View/Download:182/32  |  Submit date:2022/07/18
Hypervelocity double-wedge flow  High temperature non-equilibrium effects  Laminar and turbulence flow  Shock wave interaction  Shock wave  boundary layer interaction  
Predictive capability of actuator disk models for wakes of different wind turbine designs 期刊论文
RENEWABLE ENERGY, 2022, 卷号: 188, 页码: 269-281
Authors:  Dong GD(董国丹);  Li ZB(李曌斌);  Qin JH(秦建华);  Yang XL(杨晓雷)
Adobe PDF(3832Kb)  |  Favorite  |  View/Download:224/98  |  Submit date:2022/06/10
Actuator disk model  Actuator surface model  Wind turbines wakes  Different turbine designs  
On diffraction and oblique interactions of horizontally two-dimensional internal solitary waves 期刊论文
JOURNAL OF FLUID MECHANICS, 2022, 卷号: 936, 页码: 32
Authors:  Yuan,Chunxin;  Wang Z(王展)
Adobe PDF(2325Kb)  |  Favorite  |  View/Download:243/46  |  Submit date:2022/03/22
internal waves  solitary waves  
Assessment of Regularized Ensemble Kalman Method for Inversion of Turbulence Quantity Fields 期刊论文
AIAA JOURNAL, 2022, 卷号: 60, 期号: 1, 页码: 3-13
Authors:  Zhang XL(张鑫磊);  Xiao, Heng;  He GW(何国威)
Adobe PDF(1913Kb)  |  Favorite  |  View/Download:247/62  |  Submit date:2022/01/24
Space-time energy spectra in turbulent shear flows 期刊论文
PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 10, 页码: 23
Authors:  Wu T(吴霆);  He GW(何国威)
Adobe PDF(1604Kb)  |  Favorite  |  View/Download:194/57  |  Submit date:2022/01/12
Reynolds number effect on statistics of turbulent flows over periodic hills 期刊论文
PHYSICS OF FLUIDS, 2021, 卷号: 33, 期号: 10, 页码: 28
Authors:  Zhou ZD(周志登);  Wu T(吴霆);  Yang XL(杨晓雷)
Adobe PDF(16361Kb)  |  Favorite  |  View/Download:143/27  |  Submit date:2022/01/13