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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)
  Favorite | View/Download：22/0 | 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)
Favorite | View/Download：22/0 | Submit date：2024/05/14 |
| 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) | Favorite | View/Download：124/11 | Submit date：2023/09/26
Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| 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) | Favorite | View/Download：288/72 | Submit date：2022/01/24 |
| 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)
Adobe PDF(9316Kb) | Favorite | View/Download：226/43 | Submit date：2022/03/05 |
| 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)
Adobe PDF(1604Kb) | Favorite | View/Download：219/64 | Submit date：2022/01/12 |
| Assimilation of disparate data for enhanced reconstruction of turbulent mean flows 期刊论文
COMPUTERS & FLUIDS, 2021, 卷号: 224, 页码: 14
Authors: Zhang, Xin-Lei; Xiao, Heng; He GW(何国威); Wang SZ(王士召)
Adobe PDF(3374Kb) | Favorite | View/Download：301/59 | Submit date：2021/08/03
Turbulent flow reconstruction Disparate data sources Ensemble Kalman method Data assimilation |
| 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)
Adobe PDF(3290Kb) | Favorite | View/Download：304/117 | Submit date：2021/08/03 |
| 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)
Adobe PDF(3118Kb) | Favorite | View/Download：260/70 | Submit date：2021/06/15 |
| Using machine learning to detect the turbulent region in flow past a circular cylinder 期刊论文
JOURNAL OF FLUID MECHANICS, 2020, 卷号: 905, 页码: A10
Authors: Li BL(李秉霖); Yang ZX(杨子轩); Zhang X(张星); He GW(何国威); Deng BQ; Shen L
Adobe PDF(1681Kb) | Favorite | View/Download：577/184 | Submit date：2020/12/28
wakes LAGRANGIAN COHERENT STRUCTURES turbulent transition DATA-DRIVEN INTERFACE DYNAMICS CLOSURE |
