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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
Authors:  Zhang XL(张鑫磊);  Xiao, Heng;  Jee, Solkeun;  He GW(何国威)
Adobe PDF(5699Kb)  |  Favorite  |  View/Download：60/3  |  Submit date：2023/11/28
Machine learning  Turbulence modeling  Ensemble Kalman inversion  Physical interpretability  
Tensile Behaviors and Strain Hardening Mechanisms in a High-Mn Steel with Heterogeneous Microstructure 期刊论文
MATERIALS, 2022, 卷号: 15, 期号: 10, 页码: 13
Authors:  Zhang SD(张胜德);  Liu YK(刘琰珂);  Wang J(王建);  Tan S(覃双);  Wu XL(武晓雷);  Yuan FP(袁福平)
Adobe PDF(6018Kb)  |  Favorite  |  View/Download：264/102  |  Submit date：2022/07/18
microband-induced plasticity  heterogeneous structures  steels  strain hardening  strengthening  ductility  
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
Authors:  Zhou ZD(周志登);  He GW(何国威);  Yang XL(杨晓雷)
Adobe PDF(3290Kb)  |  Favorite  |  View/Download：291/112  |  Submit date：2021/08/03