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Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution 期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
作者:  Liu, Yi;  Wang, Shizhao;  Zhang, Xin-Lei;  He, Guowei
收藏  |  浏览/下载：0/0  |  提交时间：2024/05/21
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
作者:  Luo, Qingyong;  Zhang, Xin-Lei;  He, Guowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/14
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：11/0  |  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：17/0  |  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：18/0  |  提交时间：2023/09/05
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)
收藏  |  浏览/下载：18/0  |  提交时间：2023/06/15
Residual-based closure model for density-stratified incompressible turbulent flows 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 38
作者:  Zhu LX(朱力行);  Masud, Arif
收藏  |  浏览/下载：41/0  |  提交时间：2021/11/01
Assessment of Regularized Ensemble Kalman Method for Inversion of Turbulence Quantity Fields 期刊论文
AIAA JOURNAL, 2021, 页码: 11
作者:  Zhang XL(张鑫磊);  Xiao, Heng;  He GW(何国威)
收藏  |  浏览/下载：26/0  |  提交时间：2022/01/24
Numerical Study of Turbulent Convective Heat Transfer of Aviation Kerosene in Coiled Pipes 期刊论文
JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME, 2021, 卷号: 143, 期号: 6, 页码: 6
作者:  Fan, Wenhui;  Zhong, Fengquan
收藏  |  浏览/下载：65/0  |  提交时间：2021/06/15
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)
收藏  |  浏览/下载：0/0  |  提交时间：2024/01/15

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