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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:43/0  |  提交时间:2023/11/28 Machine learning Turbulence modeling Ensemble Kalman inversion Physical interpretability |
| 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 |
| 复杂湍流的大涡模拟建模与应用研究 学位论文 博士论文,北京: 中国科学院大学, 2023 作者: 齐涵 Adobe PDF(16629Kb)  |  收藏  |  浏览/下载:194/10  |  提交时间:2023/06/26 大涡模拟,亚格子模型,亚格子螺旋度,亚格子动能,转捩 |
| 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:52/0  |  提交时间:2023/06/15 |
| On the Morphodynamics of a Wide Class of Large Scale Meandering Rivers: Insights Gained by Coupling LES With Sediment Dynamics 期刊论文 JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2023, 卷号: 15, 期号: 3 作者: Khosronejad, Ali; Limaye, AjayB.B.; Zhang, Zexia; Kang, Seokkoo; Yang XL(杨晓雷); Sotiropoulos, Fotis Adobe PDF(7736Kb)  |  收藏  |  浏览/下载:52/1  |  提交时间:2023/04/20 large eddy simulation morphodynamics meandering river sediment transport turbulence |
| Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence 期刊论文 BOUNDARY-LAYER METEOROLOGY, 2023, 卷号: 186, 期号: 2, 页码: 305-336 作者: Li SL(李世隆); Zhou ZD(周志登); Chen DY(陈丹阳); Yuan,Xianxu; Guo,Qilong; Yang XL(杨晓雷) Adobe PDF(11087Kb)  |  收藏  |  浏览/下载:144/24  |  提交时间:2023/02/03 Roughness-resolved simulation Direct numerical simulation Cube-roughened surfaces Roughness length |
| 基于主动射流控制的高超声速进气道再起动性能研究(英文) 期刊论文 Transactions of Nanjing University of Aeronautics and Astronautics, 2022, 卷号: 39, 期号: 06, 页码: 651-662 作者: 靳一超; 姚卫 Adobe PDF(1844Kb)  |  收藏  |  浏览/下载:137/35  |  提交时间:2023/02/09 高超声速进气道 不起动 再起动 主动射流 流动控制 |
| Investigation of internal wave wakes generated by a submerged body in a stratified flow 期刊论文 OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 11 作者: Chai J(柴锦); Wang ZY(王志英); Yang ZX(杨子轩); Wang Z(王展) Adobe PDF(5844Kb)  |  收藏  |  浏览/下载:183/50  |  提交时间:2022/11/21 Stratified flow Internal wave wakes Large eddy simulation |
| Deep learning method for the super-resolution reconstruction of small-scale motions in large-eddy simulation 期刊论文 AIP ADVANCES, 2022, 卷号: 12, 期号: 12, 页码: 9 作者: Zhao QY(赵庆义); Jin GD(晋国栋); Zhou ZD(周志登) Adobe PDF(10288Kb)  |  收藏  |  浏览/下载:131/36  |  提交时间:2023/02/03 |