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Pengfei Wei · Study
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Author
Pengfei Wei
59 works
· latest 2025
· 2 institutions
cluster: provisional
ORCID 0000-0002-1155-6085
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59
Citations
2,990
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Most cited in this library
Variable importance analysis: A comprehensive review
2015 · 526 citations
Efficient sampling methods for global reliability sensitivity analysis
2012 · 157 citations
Monte Carlo simulation for moment-independent sensitivity analysis
2012 · 120 citations
Non-intrusive stochastic analysis with parameterized imprecise probability models: I. Performance estimation
2019 · 87 citations
Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model
2018 · 85 citations
Works
59 shown
Time-variant reliability analysis using stratified Beta-sphere sampling and active learning
Reliability Engineering & System Safety
·
2025
·
4 authors
16
citations
Asymptotic subset simulation: An efficient extrapolation tool for small probabilities approximation
Reliability Engineering & System Safety
·
2025
·
4 authors
20
citations
Sequential and adaptive probabilistic integration for structural reliability analysis
Structural Safety
·
2025
·
2 authors
·
Open access
17
citations
A survey on machine learning approaches for uncertainty quantification of engineering systems
Machine learning for computational science and engineering
·
2025
·
4 authors
·
Open access
84
citations
A stratified beta-sphere sampling method combined with important sampling and active learning for rare event analysis
Structural Safety
·
2024
·
5 authors
12
citations
Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method
Probabilistic Engineering Mechanics
·
2024
·
6 authors
·
Open access
29
citations
Bayesian active learning line sampling with log-normal process for rare-event probability estimation
Reliability Engineering & System Safety
·
2024
·
5 authors
·
Open access
35
citations
Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities
Computer Methods in Applied Mechanics and Engineering
·
2024
·
5 authors
·
Open access
36
citations
A sequential sampling-based Bayesian numerical method for reliability-based design optimization
Reliability Engineering & System Safety
·
2024
·
4 authors
38
citations
Collaborative and Adaptive Bayesian Optimization for bounding variances and probabilities under hybrid uncertainties
Computer Methods in Applied Mechanics and Engineering
·
2023
·
6 authors
·
Open access
15
citations
Constrained Bayesian optimization algorithms for estimating design points in structural reliability analysis
Reliability Engineering & System Safety
·
2023
·
5 authors
30
citations
A new reliability method combining adaptive Kriging and active variance reduction using multiple importance sampling
Structural and Multidisciplinary Optimization
·
2023
·
4 authors
·
Open access
20
citations
Structural reliability analysis by line sampling: A Bayesian active learning treatment
Structural Safety
·
2023
·
6 authors
·
Open access
48
citations
Estimation of small failure probabilities by partially Bayesian active learning line sampling: Theory and algorithm
Computer Methods in Applied Mechanics and Engineering
·
2023
·
5 authors
27
citations
A new acquisition function combined with subset simulation for active learning of small and time-dependent failure probability
Structural and Multidisciplinary Optimization
·
2023
·
5 authors
13
citations
An expected integrated error reduction function for accelerating Bayesian active learning of failure probability
Reliability Engineering & System Safety
·
2022
·
5 authors
79
citations
A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties
Mechanical Systems and Signal Processing
·
2022
·
6 authors
20
citations
Structural reliability analysis: A Bayesian perspective
Structural Safety
·
2022
·
5 authors
·
Open access
78
citations
Bayesian probabilistic propagation of hybrid uncertainties: Estimation of response expectation function, its variable importance and bounds
Computers & Structures
·
2022
·
4 authors
·
Open access
18
citations
Parallel adaptive Bayesian quadrature for rare event estimation
Reliability Engineering & System Safety
·
2022
·
5 authors
·
Open access
83
citations
Interval uncertainty propagation by a parallel Bayesian global optimization method
Applied Mathematical Modelling
·
2022
·
5 authors
·
Open access
46
citations
Estimation of Failure Probability Function under Imprecise Probabilities by Active Learning–Augmented Probabilistic Integration
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering
·
2021
·
4 authors
58
citations
Data-driven and active learning of variance-based sensitivity indices with Bayesian probabilistic integration
Mechanical Systems and Signal Processing
·
2021
·
5 authors
·
Open access
38
citations
A new non-probabilistic time-dependent reliability model for mechanisms with interval uncertainties
Reliability Engineering & System Safety
·
2021
·
5 authors
50
citations
Bounds optimization of model response moments: a twin-engine Bayesian active learning method
Computational Mechanics
·
2021
·
4 authors
17
citations
Failure probability estimation of a class of series systems by multidomain Line Sampling
Reliability Engineering & System Safety
·
2021
·
5 authors
42
citations
Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics
Advances in Engineering Software
·
2021
·
5 authors
·
Open access
16
citations
An approach to evaluation of EVD and small failure probabilities of uncertain nonlinear structures under stochastic seismic excitations
Mechanical Systems and Signal Processing
·
2020
·
3 authors
44
citations
Bayesian probabilistic propagation of imprecise probabilities with large epistemic uncertainty
Mechanical Systems and Signal Processing
·
2020
·
4 authors
·
Open access
30
citations
Adaptive reliability analysis for rare events evaluation with global imprecise line sampling
Computer Methods in Applied Mechanics and Engineering
·
2020
·
4 authors
30
citations
Active learning line sampling for rare event analysis
Mechanical Systems and Signal Processing
·
2020
·
4 authors
83
citations
Adaptive experiment design for probabilistic integration
Computer Methods in Applied Mechanics and Engineering
·
2020
·
3 authors
49
citations
Reliability and reliability sensitivity analysis of structure by combining adaptive linked importance sampling and Kriging reliability method
Chinese Journal of Aeronautics
·
2020
·
4 authors
·
Open access
37
citations
Non-intrusive imprecise stochastic simulation by line sampling
Structural Safety
·
2020
·
5 authors
38
citations
Fuzzy failure probability estimation applying intervening variables
Structural Safety
·
2019
·
5 authors
25
citations
Generalization of non-intrusive imprecise stochastic simulation for mixed uncertain variables
Mechanical Systems and Signal Processing
·
2019
·
7 authors
·
Open access
34
citations
Structural reliability and reliability sensitivity analysis of extremely rare failure events by combining sampling and surrogate model methods
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
·
2019
·
3 authors
59
citations
Global sensitivity analysis for multivariate outputs based on multiple response Gaussian process model
Reliability Engineering & System Safety
·
2019
·
5 authors
27
citations
The Bhattacharyya distance: Enriching the P-box in stochastic sensitivity analysis
Mechanical Systems and Signal Processing
·
2019
·
4 authors
·
Open access
46
citations
Non-intrusive stochastic analysis with parameterized imprecise probability models: II. Reliability and rare events analysis
Mechanical Systems and Signal Processing
·
2019
·
7 authors
·
Open access
80
citations
Non-intrusive stochastic analysis with parameterized imprecise probability models: I. Performance estimation
Mechanical Systems and Signal Processing
·
2019
·
7 authors
·
Open access
87
citations
A probabilistic procedure for quantifying the relative importance of model inputs characterized by second-order probability models
International Journal of Approximate Reasoning
·
2018
·
3 authors
·
Open access
13
citations
Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model
Reliability Engineering & System Safety
·
2018
·
3 authors
85
citations
Extending first-passage method to reliability sensitivity analysis of motion mechanisms
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
·
2017
·
4 authors
14
citations
Time-variant global reliability sensitivity analysis of structures with both input random variables and stochastic processes
Structural and Multidisciplinary Optimization
·
2016
·
3 authors
43
citations
Time-dependent reliability sensitivity analysis of motion mechanisms
Reliability Engineering & System Safety
·
2016
·
4 authors
56
citations
Variable importance analysis: A comprehensive review
Reliability Engineering & System Safety
·
2015
·
3 authors
526
citations
A comprehensive comparison of two variable importance analysis techniques in high dimensions: Application to an environmental multi-indicators system
Environmental Modelling & Software
·
2015
·
3 authors
23
citations
Global sensitivity analysis for model with random inputs characterized by probability-box
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
·
2015
·
4 authors
13
citations
Regional and parametric sensitivity analysis of Sobol׳ indices
Reliability Engineering & System Safety
·
2015
·
3 authors
25
citations
Extended Monte Carlo Simulation for Parametric Global Sensitivity Analysis and Optimization
AIAA Journal
·
2014
·
3 authors
68
citations
Moment‐Independent Sensitivity Analysis Using Copula
Risk Analysis
·
2013
·
3 authors
42
citations
Regional sensitivity analysis using revised mean and variance ratio functions
Reliability Engineering & System Safety
·
2013
·
4 authors
34
citations
A new variance-based global sensitivity analysis technique
Computer Physics Communications
·
2013
·
3 authors
29
citations
Moment-independent regional sensitivity analysis: Application to an environmental model
Environmental Modelling & Software
·
2013
·
4 authors
31
citations
Reliability analysis of structural system with multiple failure modes and mixed uncertain input variables
Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science
·
2012
·
3 authors
26
citations
Monte Carlo simulation for moment-independent sensitivity analysis
Reliability Engineering & System Safety
·
2012
·
3 authors
120
citations
A new method on ANN for variance based importance measure analysis of correlated input variables
Structural Safety
·
2012
·
5 authors
31
citations
Efficient sampling methods for global reliability sensitivity analysis
Computer Physics Communications
·
2012
·
5 authors
157
citations