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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：3/0  |  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:  
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：12/0  |  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：18/0  |  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);  He GW(何国威)
收藏  |  浏览/下载：18/0  |  提交时间：2023/06/15
Ensemble Kalman method for learning turbulence models from indirect observation data 期刊论文
JOURNAL OF FLUID MECHANICS, 2022, 卷号: 949
作者:  Zhang XL(张鑫磊);  Xiao, Heng;  Luo, Xiaodong;  He GW(何国威)
收藏  |  浏览/下载：17/0  |  提交时间：2022/10/23
Acoustic Inversion for Uncertainty Reduction in Reynolds-Averaged Navier-Stokes-Based Jet Noise Prediction 期刊论文
AIAA JOURNAL, 2021, 页码: 16
作者:  Zhang, Xin-Lei;  Xiao, Heng;  Wu, Ting;  He, Guowei
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/05
Assimilation of disparate data for enhanced reconstruction of turbulent mean flows 期刊论文
COMPUTERS & FLUIDS, 2021, 卷号: 224, 页码: 14
作者:  Zhang, Xin-Lei;  Xiao, Heng;  He GW(何国威);  Wang SZ(王士召)
收藏  |  浏览/下载：29/0  |  提交时间：2021/08/03
Ensemble-based optimization of interwell connectivity in heterogeneous waterflooding reservoirs 期刊论文
JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2017, 卷号: 38, 页码: 245-256
作者:  Wang DG;  Li Y;  Chen BL;  Hu YL;  Li BZ
收藏  |  浏览/下载：42/0  |  提交时间：2017/04/26

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