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Multi-level multi-fidelity sparse polynomial chaos expansion based on Gaussian process regression 期刊论文
Computer Methods in Applied Mechanics and Engineering, 2019
作者:  Kai Cheng;  Zhenzhou Lu;  Ying Zhen
收藏  |  浏览/下载:10/0  |  提交时间:2019/12/13
Structural reliability analysis based on polynomial chaos, Voronoi cells and dimension reduction technique 期刊论文
Reliability Engineering & System Safety, 2019, 卷号: Vol.185, 页码: 329-340
作者:  Jun Xu;  Ding Wang
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/13
Structural reliability analysis based on polynomial chaos, Voronoi cells and dimension reduction technique 期刊论文
Reliability Engineering & System Safety, 2019
作者:  Jun Xu;  Ding Wang
收藏  |  浏览/下载:5/0  |  提交时间:2019/12/13
Sparse polynomial chaos expansions for global sensitivity analysis with partial least squares and distance correlation 期刊论文
Structural and Multidisciplinary Optimization, 2019, 卷号: Vol.59 No.1, 页码: 229-247
作者:  Yicheng Zhou;  Zhenzhou Lu;  Kai Cheng
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/13
A cubature collocation based sparse polynomial chaos expansion for efficient structural reliability analysis 期刊论文
Structural Safety, 2018, 卷号: 74, 页码: 24-31
作者:  Xu, Jun*;  Kong, Fan
收藏  |  浏览/下载:5/0  |  提交时间:2019/12/04
Adaptive sparse polynomial chaos expansions for global sensitivity analysis based on support vector regression 期刊论文
COMPUTERS & STRUCTURES, 2018, 卷号: Vol.194, 页码: 86-96
作者:  Kai Cheng;  Zhenzhou Lu
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/26
Probabilistic Stability Analysis of a Three-Dimensional Rock Slope Characterized by the Hoek-Brown Failure Criterion 期刊论文
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2017, 卷号: 31, 期号: 5, 页码: 10
作者:  Pan, Qiujing;  Jiang, Yuan-Jun;  Dias, Daniel
收藏  |  浏览/下载:18/0  |  提交时间:2017/06/13
An efficient stochastic approach for flow in porous media via sparse polynomial chaos expansion constructed by feature selection 期刊论文
ADVANCES IN WATER RESOURCES, 2017
Meng, Jin; Li, Heng
收藏  |  浏览/下载:3/0  |  提交时间:2017/12/03
Bayesian sparse polynomial chaos expansion for global sensitivity analysis 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2017, 卷号: 318
作者:  Shao, Qian;  Younes, Anis;  Fahs, Marwan;  Mara, Thierry A.
收藏  |  浏览/下载:4/0  |  提交时间:2019/12/05


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