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Indexed By:EI
Document Type:期刊论文
Community:非线性力学国家重点实验室
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Structure and role of the pressure Hessian in regions of strong vorticity in turbulence
期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 983, 页码: 12
Authors:
Yang PF(杨鹏飞)
;
Xu, H
;
Pumir, A
;
He GW(何国威)
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Submit date:2024/05/14
turbulence theory
turbulence modelling
vortex dynamics
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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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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Submit date:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
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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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
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
Authors:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
Adobe PDF(3908Kb)
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Submit date:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Engineering perspective on bird flight: Scaling, geometry, kinematics and aerodynamics
期刊论文
PROGRESS IN AEROSPACE SCIENCES, 2023, 卷号: 142, 页码: 47
Authors:
Liu, Tianshu
;
Wang SZ(王士召)
;
Liu, Hao
;
He GW(何国威)
Adobe PDF(39199Kb)
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Submit date:2024/01/22
Bird
Flight
Scaling
Flapping wing
Airfoil
Wing geometry
Wing kinematics
Aerodynamics
Vortex
Lift
Drag
Thrust
Thin-airfoil theory
Lifting-line theory
Wake models
Kutta-Joukowski theorem
Actuator disk model
Vortex ring model
CFD
Multiple joint arm system
Dynamics of the perceived velocity gradient tensor and its modelling
期刊论文
PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 9, 页码: 17
Authors:
Yang PF(杨平凡)
;
Bodenschatz, Eberhard
;
He GW(何国威)
;
Pumir, Alain
;
Xu, Haitao
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Submit date:2023/12/11
Combining direct and indirect sparse data for learning generalizable turbulence models
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272
Authors:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
Luo, Xiaodong
;
He GW(何国威)
Adobe PDF(7111Kb)
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Submit date:2023/09/05
Ensemble Kalman method
Turbulence modeling
Direct data
Indirect data
Learning Neural-Network-Based Turbulence Models for External Transonic Flows Using Ensemble Kalman Method
期刊论文
AIAA JOURNAL, 2023
Authors:
Liu Y(刘毅)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
Adobe PDF(8757Kb)
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Submit date:2023/06/15