An efficient method combining polynomial-chaos kriging and adaptive radial-based importance sampling for reliability analysis

Computers and Geotechnics ◽

10.1016/j.compgeo.2021.104434 ◽

2021 ◽

Vol 140 ◽

pp. 104434

Author(s):

Qiu-Jing Pan ◽

Rui-Feng Zhang ◽

Xin-Yu Ye ◽

Zheng-Wei Li

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Efficient Method ◽

Polynomial Chaos

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A study of all quadrants initial points setting method for design points search using RF algorithm (An efficient method of structural reliability analysis based on a multiple importance sampling simulation)

Transactions of the JSME (in Japanese) ◽

10.1299/transjsme.17-00172 ◽

2018 ◽

Vol 84 (857) ◽

pp. 17-00172-17-00172

Author(s):

Shoya OKUDA ◽

Masaaki YONEZAWA

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Efficient Method ◽

Structural Reliability ◽

Multiple Importance Sampling ◽

Structural Reliability Analysis

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An Efficient Method of Structural Reliability Analysis Based on a Directional Importance Sampling Simulation (A Determination of Equivalent Directional Importance Sampling Probability Densities Weighted in the Direction of the Design Points)

TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A ◽

10.1299/kikaia.79.609 ◽

2013 ◽

Vol 79 (801) ◽

pp. 609-619 ◽

Author(s):

Shoya OKUDA ◽

Hiroaki KOBAYASI ◽

Masaaki YONEZAWA

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Efficient Method ◽

Structural Reliability ◽

Structural Reliability Analysis ◽

Probability Densities ◽

Sampling Probability

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Importance Sampling for Time-Variant Reliability Analysis

IEEE Access ◽

10.1109/access.2021.3054470 ◽

2021 ◽

Vol 9 ◽

pp. 20933-20941

Author(s):

Jian Wang ◽

Runan Cao ◽

Zhili Sun

Keyword(s):

Reliability Analysis ◽

Importance Sampling

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Approximate Importance Sampling Approach Based on DSmT in Structural Reliability Analysis

Design, Construction, Rehabilitation, and Maintenance of Bridges ◽

10.1061/47630(409)6 ◽

2011 ◽

Author(s):

Donghua Chen ◽

Bohai Ji

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Structural Reliability ◽

Structural Reliability Analysis ◽

Sampling Approach

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Structural reliability analysis with temporal and spatial variations based on polynomial chaos expansion

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1043/4/042020 ◽

2021 ◽

Vol 1043 (4) ◽

pp. 042020

Author(s):

Hang Nan ◽

Hong Shuang Li ◽

Cai Jun Xue

Keyword(s):

Reliability Analysis ◽

Structural Reliability ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Spatial Variations ◽

Chaos Expansion ◽

Temporal And Spatial Variations ◽

Structural Reliability Analysis ◽

Temporal And Spatial

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Cross-entropy-based directional importance sampling with von Mises-Fisher mixture model for reliability analysis

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.108306 ◽

2021 ◽

pp. 108306

Author(s):

Xiaobo Zhang ◽

Zhenzhou Lu ◽

Kai Cheng

Keyword(s):

Reliability Analysis ◽

Mixture Model ◽

Importance Sampling ◽

Cross Entropy ◽

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An efficient hybrid reliability analysis method based on active learning Kriging model and multimodal‐optimization‐based importance sampling

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.6847 ◽

2021 ◽

Author(s):

Tai Wang ◽

Xufeng Yang ◽

Mi Caiying

Keyword(s):

Active Learning ◽

Reliability Analysis ◽

Importance Sampling ◽

Kriging Model ◽

Multimodal Optimization ◽

Analysis Method ◽

Hybrid Reliability

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Efficient reliability analysis coupling importance sampling using adaptive subset simulation and PGD model reduction

PAMM ◽

10.1002/pamm.201900169 ◽

2019 ◽

Vol 19 (1) ◽

Author(s):

Annika Robens-Radermacher ◽

Jörg F. Unger

Keyword(s):

Model Reduction ◽

Reliability Analysis ◽

Importance Sampling ◽

Subset Simulation

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Application of polynomial chaos expansion to reliability analysis of prestressed concrete roof girders

Engineering Mechanics 2018 ◽

10.21495/91-8-609 ◽

2018 ◽

Keyword(s):

Reliability Analysis ◽

Prestressed Concrete ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion

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Reliability analysis using adaptive Polynomial-Chaos Kriging and probability density evolution method

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.108283 ◽

2021 ◽

pp. 108283

Author(s):

Tong Zhou ◽

Yongbo Peng

Keyword(s):

Probability Density ◽

Reliability Analysis ◽

Polynomial Chaos ◽

Density Evolution ◽

Probability Density Evolution Method ◽

Probability Density Evolution

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