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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
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View/Download:4/0
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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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View/Download:4/0
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Submit date:2024/05/14
Clustering dimensionless learning for multiple-physical-regime systems
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
Authors:
Zhang, Lei
;
Xu ZY(许昭越)
;
Wang SZ(王士召)
;
He GW(何国威)
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View/Download:51/0
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Submit date:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
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
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View/Download:19/0
  |  
Submit date:2024/03/25
wakes
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)
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Submit date:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
Recent progress on high-order discontinuous schemes for simulations of multiphase and multicomponent flows
期刊论文
PROGRESS IN AEROSPACE SCIENCES, 2023, 卷号: 140, 页码: 25
Authors:
Lv Y(吕钰)
;
Ekaterinaris, John
Adobe PDF(10529Kb)
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View/Download:55/5
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Submit date:2024/02/26
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)
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View/Download:66/0
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Submit date:2023/04/20
turbulence modelling
turbulent boundary layers
Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence
期刊论文
BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336
Authors:
Li SL(李世隆)
;
Zhou ZD(周志登)
;
Chen DY(陈丹阳)
;
Yuan,Xianxu
;
Guo,Qilong
;
Yang XL(杨晓雷)
Adobe PDF(11087Kb)
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View/Download:158/26
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Submit date:2023/02/03
Roughness-resolved simulation
Direct numerical simulation
Cube-roughened surfaces
Roughness length
Investigation of internal wave wakes generated by a submerged body in a stratified flow
期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 11
Authors:
Chai J(柴锦)
;
Wang ZY(王志英)
;
Yang ZX(杨子轩)
;
Wang Z(王展)
Adobe PDF(5844Kb)
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View/Download:198/53
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Submit date:2022/11/21
Stratified flow
Internal wave wakes
Large eddy simulation
Deep learning method for the super-resolution reconstruction of small-scale motions in large-eddy simulation
期刊论文
AIP ADVANCES, 2022, 卷号: 12, 期号: 12, 页码: 9
Authors:
Zhao QY(赵庆义)
;
Jin GD(晋国栋)
;
Zhou ZD(周志登)
Adobe PDF(10288Kb)
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View/Download:150/39
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Submit date:2023/02/03