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| 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 作者: Zhang, Lei; Xu ZY(许昭越); Wang SZ(王士召); He GW(何国威) 收藏  |  浏览/下载:29/0  |  提交时间:2024/03/11 Cluster Active subspace Data-driven dimensional analysis Machine learning |
| 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 作者: Zhang XL(张鑫磊); Xiao, Heng; Jee, Solkeun; He GW(何国威) Adobe PDF(5699Kb)  |  收藏  |  浏览/下载:45/0  |  提交时间: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 作者: Zhang FS(张风顺); Yang XL(杨晓雷); He GW(何国威) Adobe PDF(11191Kb)  |  收藏  |  浏览/下载:88/2  |  提交时间: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 作者: Wu CT(吴楚畋); Wang SZ(王士召); Zhang XL(张鑫磊); He GW(何国威) Adobe PDF(3908Kb)  |  收藏  |  浏览/下载:83/0  |  提交时间: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 作者: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威) Adobe PDF(7111Kb)  |  收藏  |  浏览/下载:37/0  |  提交时间: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 作者: Liu Y(刘毅); Zhang XL(张鑫磊); He GW(何国威) Adobe PDF(8757Kb)  |  收藏  |  浏览/下载:53/0  |  提交时间: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 作者: Zhang XL(张鑫磊); Xiao, Heng; He GW(何国威) Adobe PDF(1913Kb)  |  收藏  |  浏览/下载:212/60  |  提交时间: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 作者: Zhang XL(张鑫磊); Xiao, Heng; Wu T(吴霆); He GW(何国威) Adobe PDF(9316Kb)  |  收藏  |  浏览/下载:183/33  |  提交时间:2022/03/05 |
| Assimilation of disparate data for enhanced reconstruction of turbulent mean flows 期刊论文 COMPUTERS & FLUIDS, 2021, 卷号: 224, 页码: 14 作者: Zhang, Xin-Lei; Xiao, Heng; He GW(何国威); Wang SZ(王士召) Adobe PDF(3374Kb)  |  收藏  |  浏览/下载:272/56  |  提交时间:2021/08/03 Turbulent flow reconstruction Disparate data sources Ensemble Kalman method Data assimilation |
| 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 作者: 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)  |  收藏  |  浏览/下载:539/171  |  提交时间:2020/12/28 wakes LAGRANGIAN COHERENT STRUCTURES turbulent transition DATA-DRIVEN INTERFACE DYNAMICS CLOSURE |