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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) Favorite  |  View/Download:8/0  |  Submit date:2024/05/14 |
| 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) Adobe PDF(5699Kb)  |  Favorite  |  View/Download:60/3  |  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)  |  Favorite  |  View/Download:106/6  |  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)  |  Favorite  |  View/Download:109/9  |  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) Adobe PDF(7111Kb)  |  Favorite  |  View/Download:52/4  |  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)  |  Favorite  |  View/Download:57/0  |  Submit date:2023/06/15 |
| 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:255/65  |  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:210/38  |  Submit date:2022/03/05 |
| Effects of exercise on flow characteristics in human carotids 期刊论文 PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 1, 页码: 16 Authors: He XY(何心怡); Yang XL(杨晓雷) Adobe PDF(9512Kb)  |  Favorite  |  View/Download:166/34  |  Submit date:2022/03/22 |
| 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:290/112  |  Submit date:2021/08/03 |