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中国科学院力学研究所机构知识库
Knowledge Management System of Institue of Mechanics, CAS
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何国威 [3]
张鑫磊 [2]
王士召 [2]
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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 Y(刘毅)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
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View/Download:31/0
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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:31/0
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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:86/0
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Submit date:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
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 Y(张岩)
;
Liu, Yang
;
Ren WL(任万龙)
;
Li P(李鹏)
;
Zhang XH(张旭辉)
;
Lu XB(鲁晓兵)
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View/Download:166/0
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Submit date:2023/12/18
Fluid-particle two-phase flow
Particle-laden flow
Kinematic waves
Hydraulic conveying
CFD-DEM