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Funding Organization:National Natural Science Foundation of China
Document Type:期刊论文
Community:非线性力学国家重点实验室
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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:2/0
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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
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
Multiscale analysis of a very long wind turbine wake in an atmospheric boundary layer
期刊论文
PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 10, 页码: 27
Authors:
Zhang FS(张风顺)
;
Yang XL(杨晓雷)
;
He GW(何国威)
Adobe PDF(11191Kb)
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Submit date:2023/12/11
Artificial neural network based response surface for data-driven dimensional analysis
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19
Authors:
Xu ZY(许昭越)
;
Zhang XL(张鑫磊)
;
Wang SZ(王士召)
;
He GW(何国威)
Adobe PDF(2241Kb)
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Submit date:2022/07/18
Artificial neural network
Response surface
Data-driven dimensional analysis
Machine learning
Fluid-structure interaction
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)
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Submit date:2022/01/12
Wall model based on neural networks for LES of turbulent flows over periodic hills
期刊论文
PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 5, 页码: 30
Authors:
Zhou ZD(周志登)
;
He GW(何国威)
;
Yang XL(杨晓雷)
Adobe PDF(3290Kb)
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Submit date:2021/08/03
Stochastic dynamical model for space-time energy spectra in turbulent shear flows
期刊论文
PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 5, 页码: 23
Authors:
Wu T(吴霆)
;
He GW(何国威)
Adobe PDF(3118Kb)
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Submit date:2021/06/15
A Novel Strong-Coupling Pseudo-Spectral Method for Numerical Studies of Two-Layer Turbulent Channel Flows
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 3, 页码: 1133-1146
Authors:
Wu T
;
Yang ZX(杨子轩)
;
Wang SZ(王士召)
;
He GW(何国威)
Adobe PDF(748Kb)
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Submit date:2020/08/31
Direct numerical simulation
coupled air-water turbulence
interface condition
Local modulated wave model for the reconstruction of space-time energy spectra in turbulent flows
期刊论文
JOURNAL OF FLUID MECHANICS, 2020, 卷号: 886, 页码: 26
Authors:
Wu T(吴霆)
;
He GW(何国威)
Adobe PDF(3524Kb)
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Submit date:2020/03/11
turbulence theory
turbulence modelling
turbulent boundary layers