Jinsheng Wang

Southwest Jiaotong University

No. 111, Sec. North 1, Er-Huan Rd.

Chengdu

Chengdu, Sichuan 610031

China

  • Southwest Jiaotong University

SCHOLARLY PAPERS

2

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209

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Scholarly Papers (2)

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1.

Structural Reliability Analysis Using Bayesian Support Vector Regression and Subset-Assisted Importance Sampling with Active Learning

Number of pages: 28 Posted: 03 Mar 2023
Jinsheng Wang, Guoji Xu, Stergios-Aristoteles Mitoulis, Chenfeng Li and Ahsan Kareem
Southwest Jiaotong University, Southwest Jiaotong University, University of Birmingham, Swansea University and University of Notre Dame
Downloads 110 (541,105)

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structural reliability analysis, active learning, Bayesian support vector regression, subset-assisted importance sampling, dimension reduction

2.

An Efficient and Versatile Kriging-Based Active Learning Method For Structural Reliability Analysis

Number of pages: 24 Posted: 13 Feb 2023 Last Revised: 12 Apr 2023
Jinsheng Wang, Guoji Xu, Peng Yuan, Yongle Li and Ahsan Kareem
Southwest Jiaotong University, Southwest Jiaotong University, Hong Kong Polytechnic University, Southwest Jiaotong University and University of Notre Dame
Downloads 99 (592,090)

Abstract:

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Structural reliability; Kriging model; Active learning method; Importance sampling;Dimension reduction