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何国威 [3]
张鑫磊 [3]
Xiao, Heng [2]
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Creator:张鑫磊
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Date Issued:2022
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Ensemble Kalman method for learning turbulence models from indirect observation data
期刊论文
JOURNAL OF FLUID MECHANICS, 2022, 卷号: 949
Authors:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
Luo, Xiaodong
;
He GW(何国威)
Adobe PDF(1302Kb)
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Submit date:2022/10/23
turbulence modelling
machine learning
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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View/Download:411/39
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Submit date:2022/07/18
Artificial neural network
Response surface
Data-driven dimensional analysis
Machine learning
Fluid-structure interaction
Assessment of Regularized Ensemble Kalman Method for Inversion of Turbulence Quantity Fields
期刊论文
AIAA JOURNAL, 2022, 卷号: 60, 期号: 1, 页码: 3-13
Authors:
Zhang XL(张鑫磊)
;
Xiao, Heng
;
He GW(何国威)
Adobe PDF(1913Kb)
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Submit date:2022/01/24