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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 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 |
| 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 作者: He XY(何心怡); Yang XL(杨晓雷) Adobe PDF(9512Kb)  |  收藏  |  浏览/下载:149/29  |  提交时间:2022/03/22 |
| Towards multi-fidelity simulation of flows around an underwater vehicle with appendages and propeller 期刊论文 THEORETICAL AND APPLIED MECHANICS LETTERS, 2022, 卷号: 12, 期号: 1, 页码: 100318 作者: Zhou ZD(周志登); Li ZB(李曌斌); He GW(何国威); Yang XL(杨晓雷) Adobe PDF(2422Kb)  |  收藏  |  浏览/下载:20/3  |  提交时间:2024/01/15 Multi-fidelity model Large-eddy simulation Immersed boundary method Actuator disk model DARPA suboff |
| 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 作者: Zhou ZD(周志登); He GW(何国威); Yang XL(杨晓雷) Adobe PDF(3290Kb)  |  收藏  |  浏览/下载:273/108  |  提交时间:2021/08/03 |