Support vector regression based metamodeling for structural reliability analysis

Probabilistic Engineering Mechanics ◽

10.1016/j.probengmech.2018.11.001 ◽

2019 ◽

Vol 55 ◽

pp. 78-89 ◽

Author(s):

Atin Roy ◽

Ramkrishna Manna ◽

Subrata Chakraborty

Keyword(s):

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis

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Efficient structural reliability analysis based on adaptive Bayesian support vector regression

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114172 ◽

2021 ◽

Vol 387 ◽

pp. 114172

Author(s):

Jinsheng Wang ◽

Chenfeng Li ◽

Guoji Xu ◽

Yongle Li ◽

Ahsan Kareem

Keyword(s):

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis ◽

Bayesian Support

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Adaptive Bayesian support vector regression model for structural reliability analysis

Reliability Engineering & System Safety ◽

10.1016/j.ress.2020.107286 ◽

2021 ◽

Vol 206 ◽

pp. 107286

Author(s):

Kai Cheng ◽

Zhenzhou Lu

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Support Vector Regression Model ◽

Structural Reliability Analysis ◽

Bayesian Support

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Novel efficient method for structural reliability analysis using hybrid nonlinear conjugate map-based support vector regression

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.113818 ◽

2021 ◽

Vol 381 ◽

pp. 113818

Author(s):

Behrooz Keshtegar ◽

Mohamed El Amine Ben Seghier ◽

Enrico Zio ◽

José A.F.O. Correia ◽

Shun-Peng Zhu ◽

...

Keyword(s):

Support Vector Regression ◽

Reliability Analysis ◽

Efficient Method ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis

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Least square support vector machine for structural reliability analysis

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2016.073610 ◽

2016 ◽

Vol 53 (1) ◽

pp. 51 ◽

Author(s):

Changxing Zhu ◽

Hongbo Zhao

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Least Square ◽

Support Vector ◽

Structural Reliability Analysis

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Structural reliability analysis of multiple limit state functions using multi-input multi-output support vector machine

Advances in Mechanical Engineering ◽

10.1177/1687814016671447 ◽

2016 ◽

Vol 8 (10) ◽

pp. 168781401667144 ◽

Author(s):

Hong-Shuang Li ◽

An-Long Zhao ◽

Kong Fah Tee

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Limit State ◽

Support Vector ◽

Structural Reliability Analysis ◽

State Functions

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Support vector machine for structural reliability analysis

Applied Mathematics and Mechanics ◽

10.1007/s10483-006-1001-z ◽

2006 ◽

Vol 27 (10) ◽

pp. 1295-1303 ◽

Author(s):

Hong-shuang Li ◽

Zhen-zhou Lü ◽

Zhu-feng Yue

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis

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Structural reliability analysis-based on support vector machine

World Forum on Smart Materials and Smart Structures Technology ◽

10.1201/9781439828441.ch283 ◽

2008 ◽

Author(s):

A Masuda ◽

F Yuan ◽

T Yokoi ◽

Y Cao ◽

M Noori

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis

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A novel mixed uncertainty support vector machine method for structural reliability analysis

Acta Mechanica ◽

10.1007/s00707-020-02906-1 ◽

2021 ◽

Vol 232 (4) ◽

pp. 1497-1513

Author(s):

Ling-Fei You ◽

Jian-Guo Zhang ◽

Shuang Zhou ◽

Jie Wu

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Machine Method ◽

Support Vector Machine Method ◽

Structural Reliability Analysis

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Filtered importance sampling with support vector margin: A powerful method for structural reliability analysis

Structural Safety ◽

10.1016/j.strusafe.2005.12.002 ◽

2007 ◽

Vol 29 (1) ◽

pp. 2-15 ◽

Author(s):

Jorge E. Hurtado

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Structural Reliability ◽

Support Vector ◽

Powerful Method ◽

Structural Reliability Analysis

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Structural reliability analysis considering pitting corrosion failures

Recent Developments on Reliability, Maintenance and Safety ◽

10.2495/qr2mse140771 ◽

2015 ◽

Author(s):

C. Y. Xie

Keyword(s):

Reliability Analysis ◽

Pitting Corrosion ◽

Structural Reliability ◽

Structural Reliability Analysis

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