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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：3/0  |  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
Resolvent-based motion-to-wake modelling of wind turbine wakes under dynamic rotor motion 期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 980, 页码: 47
Authors:  Li, Zhaobin;  Yang, Xiaolei
Favorite  |  View/Download：19/0  |  Submit date：2024/03/25
wakes  
Kinematic waves and collision effects in dense fluid-particle flow during hydraulic conveying 期刊论文
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, 2024, 卷号: 170, 页码: 14
Authors:  Zhang, Yan;  Liu, Yang;  Ren, Wanlong;  Li, Peng;  Zhang, Xuhui;  Lu, Xiaobing
Favorite  |  View/Download：129/0  |  Submit date：2023/12/18
Fluid-particle two-phase flow  Particle-laden flow  Kinematic waves  Hydraulic conveying  CFD-DEM  
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  
Combustion dynamics of high Mach number scramjet under different inflow thermal nonequilibrium conditions 期刊论文
ACTA ASTRONAUTICA, 2023, 卷号: 208, 页码: 281-295
Authors:  Ao Y(敖彧);  Wu K(吴坤);  Lu, Hongbo;  Ji, Feng;  Fan XJ(范学军)
Adobe PDF(11339Kb)  |  Favorite  |  View/Download：98/5  |  Submit date：2023/06/15
Hypervelocity combustion  Thermal nonequilibrium  Two-temperature model  Numerical simulation  
复杂湍流的大涡模拟建模与应用研究 学位论文
博士论文，北京: 中国科学院大学, 2023
Authors:  齐涵
Adobe PDF(16629Kb)  |  Favorite  |  View/Download：216/11  |  Submit date：2023/06/26
大涡模拟，亚格子模型，亚格子螺旋度，亚格子动能，转捩  
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
Authors:  Ji XX(纪相鑫);  Li XL(李新亮);  Tong FL(童福林);  Yu ZP(于长平)
Adobe PDF(6818Kb)  |  Favorite  |  View/Download：59/2  |  Submit date：2023/06/15
Artificial neural network based nonlinear algebraic models for large eddy simulation of compressible wall bounded turbulence 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 960, 页码: A4
Authors:  Xu, Dehao;  Wang, Jianchun;  Yu ZP(于长平);  Chen, Shiyi
Adobe PDF(2749Kb)  |  Favorite  |  View/Download：51/1  |  Submit date：2023/04/20
machine learning  turbulence modelling  
Composition of resolvents enhanced by random sweeping for large scale structures in turbulent channel flows 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 956, 页码: A31
Authors:  Wu T(吴霆);  He GW(何国威)
Adobe PDF(1735Kb)  |  Favorite  |  View/Download：66/0  |  Submit date：2023/04/20
turbulence modelling  turbulent boundary layers