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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)
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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)
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An interface-resolved phase-change model based on velocity decomposition 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 475, 页码: 28
Authors:  Lu M(卢敏);  Yang ZX(杨子轩);  He GW(何国威)
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Phase-change model  Velocity decomposition  Multi-phase flow  
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)
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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)
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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)
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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)
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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)
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turbulence theory  turbulence modelling  turbulent boundary layers  
A simulation-based actuator surface parameterization for large-eddy simulation of propeller wakes 期刊论文
OCEAN ENGINEERING, 2020, 卷号: 199, 页码: 11
Authors:  Liao F(廖飞);  Wang SZ(王士召);  Yang XL(杨晓雷);  He GW(何国威)
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Actuator surface  Simulation-based parameterization  Propeller  LES  RANS