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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, Xin-Lei;  Xiao, Heng;  Jee, Solkeun;  He, Guowei
收藏  |  浏览/下载:8/0  |  提交时间:2023/11/28
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)
收藏  |  浏览/下载:15/0  |  提交时间:2023/09/26
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)
收藏  |  浏览/下载:15/0  |  提交时间:2023/09/05
Recent progress on high-order discontinuous schemes for simulations of multiphase and multicomponent flows 期刊论文
PROGRESS IN AEROSPACE SCIENCES, 2023, 卷号: 140, 页码: 25
作者:  Lv Y(吕钰);  Ekaterinaris, John
收藏  |  浏览/下载:0/0  |  提交时间:2024/02/26
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)
收藏  |  浏览/下载:17/0  |  提交时间:2023/06/15
A wall model learned from the periodic hill data and the law of the wall 期刊论文
PHYSICS OF FLUIDS, 5, 2023, 卷号: 35, 页码: 55108
作者:  Zhou ZD(周志登);  Yang, Xiang IA;  Zhang FS(张凤顺);  Yang XL(杨晓雷)
收藏  |  浏览/下载:4/0  |  提交时间:2023/07/17
An interface-resolved phase-change model based on velocity decomposition 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 475, 页码: 28
作者:  Lu, Min;  Yang, Zixuan;  He, Guowei
收藏  |  浏览/下载:16/0  |  提交时间:2023/02/20
Strain self-amplification is larger than vortex stretching due to an invariant relation of filtered velocity gradients 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 955, 页码: 14
作者:  Yang PF(杨鹏飞);  Zhou ZD(周志登);  Xu H;  He GW(何国威)
收藏  |  浏览/下载:0/0  |  提交时间:2023/12/11
A unified stochastic particle method based on the Bhatnagar-Gross-Krook model for polyatomic gases and its combination with DSMC 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 471, 页码: 21
作者:  Fei,Fei;  Hu Y(胡远);  Jenny,Patrick
收藏  |  浏览/下载:15/0  |  提交时间:2022/11/21
Effects of Wall Topology on Statistics of Cube-Roughened Wall Turbulence 期刊论文
BOUNDARY-LAYER METEOROLOGY, 2022, 页码: 32
作者:  Li SL(李世隆);  Zhou ZD(周志登);  Chen DY(陈丹阳);  Yuan,Xianxu;  Guo,Qilong
收藏  |  浏览/下载:17/0  |  提交时间:2023/02/03


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