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| Artificial Neural Network Modeling Small-Scale Turbulence of IsotropicTurbulent Flows 会议论文 IUTAM Symposium on Turbulent Structure and Particles-Turbulence Interaction, 中国兰州, 2023-7-7至2023-7-11 Authors: Tan JT(谭江涛) ; Jin GD(晋国栋)![](/image/person.jpg)
![](/themes/default/image/downing1.png) Favorite  |  View/Download:2/0  |  Submit date:2024/06/04 |
| 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)![](/image/person.jpg)
Adobe PDF(5699Kb)  |   Favorite  |  View/Download:75/7  |  Submit date: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 Authors: Wu CT(吴楚畋); Wang SZ(王士召) ; Zhang XL(张鑫磊); He GW(何国威)![](/image/person.jpg)
Adobe PDF(3908Kb)  |   Favorite  |  View/Download:122/10  |  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)![](/image/person.jpg)
Adobe PDF(7111Kb)  |   Favorite  |  View/Download:60/7  |  Submit date: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 Authors: 齐涵![](/image/person.jpg)
Adobe PDF(16629Kb)  |   Favorite  |  View/Download:233/14  |  Submit date: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 Authors: Liu Y(刘毅); Zhang XL(张鑫磊); He GW(何国威)![](/image/person.jpg)
Adobe PDF(8757Kb)  |   Favorite  |  View/Download:59/0  |  Submit date: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 Authors: Khosronejad, Ali; Limaye, AjayB.B.; Zhang, Zexia; Kang, Seokkoo; Yang XL(杨晓雷) ; Sotiropoulos, Fotis
Adobe PDF(7736Kb)  |   Favorite  |  View/Download:103/7  |  Submit date: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 Authors: Li SL(李世隆); Zhou ZD(周志登) ; Chen DY(陈丹阳); Yuan,Xianxu; Guo,Qilong; Yang XL(杨晓雷)![](/image/person.jpg)
Adobe PDF(11087Kb)  |   Favorite  |  View/Download:170/27  |  Submit date:2023/02/03 Roughness-resolved simulation Direct numerical simulation Cube-roughened surfaces Roughness length |