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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:47/1  |  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:91/3  |  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:87/1  |  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:38/0  |  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:54/0  |  提交时间:2023/06/15 |
| 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:22/3  |  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:275/108  |  提交时间:2021/08/03 |
| Wall-resolved large-eddy simulation of turbulent channel flows with rough walls 期刊论文 THEORETICAL AND APPLIED MECHANICS LETTERS, 2021, 卷号: 11, 期号: 1, 页码: 100228 作者: Li SL(李世隆); Yang XL(杨晓雷); Jin GD(晋国栋); He GW(何国威) Adobe PDF(1430Kb)  |  收藏  |  浏览/下载:56/15  |  提交时间:2024/01/15 Rough wall turbulence Curvilinear immersed boundary method Wall-resolved large eddy simulation |
| Grid-Dependence Study for Simulating Propeller Crashback Using Large-Eddy Simulation with Immersed Boundary Method 期刊论文 OCEAN ENGINEERING, 2020, 卷号: 218, 期号: 15, 页码: 108211 作者: Liao F(廖飞); Yang XL(杨晓雷); Wang SZ(王士召); He GW(何国威) Adobe PDF(7812Kb)  |  收藏  |  浏览/下载:231/65  |  提交时间:2021/01/29 Grid-dependence Propeller Crashback Large-eddy simulation Immersed boundary method |
| 前馈神经网络构造周期山状流的大涡模拟壁模型 会议论文 第十一届全国流体力学学术会议, 中国广东深圳, 2020-12-03 作者: 周志登; 何国威; 杨晓雷 Adobe PDF(1026Kb)  |  收藏  |  浏览/下载:353/56  |  提交时间:2021/01/28 周期山状流 大涡模拟 壁模型 神经网络 近壁流动 |