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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：1/0  |  提交时间：2024/05/21
Ensemble Kalman method  Machine learning  Turbulence modeling  SUBOFF model  
Statistical characterization of specimen size and temperature dependence of cleavage fracture toughness of ferritic steels 期刊论文
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES, 2024, 页码: 8
作者:  Lei, Weisheng;  Qian GA(钱桂安);  Zhang, Peilei
收藏  |  浏览/下载：30/0  |  提交时间：2024/04/15
cleavage fracture toughness  ferritic steels  specimen size effect  statistical model  temperature dependence  
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 QY(罗清勇);  Zhang XL(张鑫磊);  He GW(何国威)
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/14
Clustering dimensionless learning for multiple-physical-regime systems 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者:  Zhang, Lei;  Xu ZY(许昭越);  Wang SZ(王士召);  He GW(何国威)
收藏  |  浏览/下载：48/0  |  提交时间：2024/03/11
Cluster  Active subspace  Data-driven dimensional analysis  Machine learning  
Validation of local approach-based statistical models for cleavage fracture of ferritic steels in uniaxial tension 期刊论文
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES, 2024, 页码: 8
作者:  Lei, WeiSheng;  Qian GA(钱桂安);  Zhang, Peilei
收藏  |  浏览/下载：50/0  |  提交时间：2024/03/11
cleavage fracture  ferritic steel  plastic deformation  statistical model  uniaxial tension