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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)![](/image/person.jpg)
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| 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)![](/image/person.jpg)
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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)![](/image/person.jpg)
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| 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)![](/image/person.jpg)
Adobe PDF(3908Kb)  |   Favorite  |  View/Download:131/13  |  Submit date:2023/09/26 Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| 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)![](/image/person.jpg)
Adobe PDF(7111Kb)  |   Favorite  |  View/Download:64/7  |  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)![](/image/person.jpg)
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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)![](/image/person.jpg)
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| 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)![](/image/person.jpg)
Adobe PDF(2241Kb)  |   Favorite  |  View/Download:414/39  |  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)![](/image/person.jpg)
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| Acoustic Inversion for Uncertainty Reduction in Reynolds-Averaged Navier-Stokes-Based Jet Noise Prediction 期刊论文 AIAA JOURNAL, 2022, 卷号: 60, 期号: 7, 页码: 2407-2422 Authors: Zhang XL(张鑫磊); Xiao, Heng; Wu T(吴霆) ; He GW(何国威)![](/image/person.jpg)
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