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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 Y(刘毅);  Wang SZ(王士召);  Zhang XL(张鑫磊);  He GW(何国威)
Favorite  |  View/Download:22/0  |  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)
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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
Authors:  Zhang XL(张鑫磊);  Xiao, Heng;  Jee, Solkeun;  He GW(何国威)
Adobe PDF(5699Kb)  |  Favorite  |  View/Download:76/7  |  Submit date:2023/11/28
Machine learning  Turbulence modeling  Ensemble Kalman inversion  Physical interpretability  
Investigation of the wake characteristics of an underwater vehicle with and without a 期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 18
Authors:  Zhou ZD(周志登);  Li ZB(李曌斌);  Yang XL(杨晓雷);  Wang SZ(王士召);  Xu D(徐多)
Adobe PDF(6813Kb)  |  Favorite  |  View/Download:256/46  |  Submit date:2023/02/27
Wake  DARPA Suboff  Large-eddy simulation  Immersed boundary method  Actuator disk model  
A dynamic version of the improved delayed detached-eddy simulation based on the differential Reynolds-stress model 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 11, 页码: 17
Authors:  Li, Quanzheng;  Chen, Xin;  Wang, Gang;  Liu Y(刘毅)
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Hybrid Diffuse and Sharp Interface Immersed Boundary Methods for Particulate Flows in the Presence of Complex Boundaries 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2022, 卷号: 31, 期号: 4, 页码: 1242-1271
Authors:  Qin JH(秦建华);  Yang XL(杨晓雷);  Li ZB(李曌斌)
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Immersed boundary method  particle-laden flow  complex geometry  
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:241/106  |  Submit date:2022/06/10
Actuator disk model  Actuator surface model  Wind turbines wakes  Different turbine designs  
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:288/72  |  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:219/64  |  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)
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