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Xufeng Yang · Study
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Author
Xufeng Yang
19 works
· latest 2025
· 2 institutions
cluster: provisional
ORCID 0000-0001-8678-5395
Works
19 shown
An active learning method combining MRBF model and dimension-reduction importance sampling for reliability analysis with high dimensionality and very small failure probability
Reliability Engineering & System Safety
·
2025
·
3 authors
22
citations
An active learning reliability method combining population Monte Carlo and Kriging model for small failure probability
Structures
·
2024
·
1 author
15
citations
A novel active learning method based on matrix-operation RBF model for high-dimensional reliability analysis
Computer Methods in Applied Mechanics and Engineering
·
2024
·
3 authors
25
citations
A Kriging-assisted adaptive improved cross-entropy importance sampling method for random-interval hybrid reliability analysis
Structural and Multidisciplinary Optimization
·
2024
·
3 authors
17
citations
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
·
2021
·
3 authors
14
citations
A novel active learning method for profust reliability analysis based on the Kriging model
Engineering With Computers
·
2021
·
4 authors
36
citations
Active learning method combining Kriging model and multimodal‐optimization‐based importance sampling for the estimation of small failure probability
International Journal for Numerical Methods in Engineering
·
2020
·
2 authors
38
citations
System reliability analysis with small failure probability based on active learning Kriging model and multimodal adaptive importance sampling
Structural and Multidisciplinary Optimization
·
2020
·
4 authors
38
citations
Bounds approximation of limit‐state surface based on active learning Kriging model with truncated candidate region for random‐interval hybrid reliability analysis
International Journal for Numerical Methods in Engineering
·
2019
·
3 authors
27
citations
A system reliability analysis method combining active learning Kriging model with adaptive size of candidate points
Structural and Multidisciplinary Optimization
·
2019
·
4 authors
70
citations
Estimation of low failure probability based on active learning Kriging model with a concentric ring approaching strategy
Structural and Multidisciplinary Optimization
·
2018
·
4 authors
31
citations
Active Learning Kriging Model Combining With Kernel-Density-Estimation-Based Importance Sampling Method for the Estimation of Low Failure Probability
Journal of Mechanical Design
·
2018
·
4 authors
64
citations
System reliability analysis through active learning Kriging model with truncated candidate region
Reliability Engineering & System Safety
·
2017
·
4 authors
135
citations
Structural reliability analysis under evidence theory using the active learning kriging model
Engineering Optimization
·
2017
·
3 authors
36
citations
Unified reliability analysis by active learning Kriging model combining with random‐set based Monte Carlo simulation method
International Journal for Numerical Methods in Engineering
·
2016
·
3 authors
53
citations
An efficient Kriging method for global sensitivity of structural reliability analysis with non-probabilistic convex model
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
·
2015
·
3 authors
19
citations
Probability and convex set hybrid reliability analysis based on active learning Kriging model
Applied Mathematical Modelling
·
2014
·
4 authors
·
Open access
111
citations
Hybrid reliability analysis with both random and probability-box variables
Acta Mechanica
·
2014
·
4 authors
63
citations
An active learning kriging model for hybrid reliability analysis with both random and interval variables
Structural and Multidisciplinary Optimization
·
2014
·
5 authors
213
citations