Pengfei Wei
Northwestern Polytechnical University
H-index: 23
Asia-China
Top articles of Pengfei Wei
Parallelization of adaptive Bayesian cubature using multimodal optimization algorithms
Engineering Computations
2024/4/5
Pengfei Wei
H-Index: 14
Michael Beer
H-Index: 27
Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method
Probabilistic Engineering Mechanics
2024/4/1
A sequential sampling-based Bayesian numerical method for reliability-based design optimization
Reliability Engineering & System Safety
2024/4/1
Pengfei Wei
H-Index: 14
Michael Beer
H-Index: 27
Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities
Computer Methods in Applied Mechanics and Engineering
2024/3/15
A probabilistic simulation method for sensitivity analysis of input epistemic uncertainties on failure probability
Structural and Multidisciplinary Optimization
2024/1
Constrained Bayesian optimization algorithms for estimating design points in structural reliability analysis
Reliability Engineering & System Safety
2024/1/1
Collaborative and Adaptive Bayesian Optimization for bounding variances and probabilities under hybrid uncertainties
Computer Methods in Applied Mechanics and Engineering
2023/12/1
Structural reliability analysis by line sampling: A Bayesian active learning treatment
Structural Safety
2023/9/1
Combining Bayesian active learning and conditional Gaussian process simulation for propagating mixed uncertainties through expensive computer simulators
Aerospace Science and Technology
2023/8/1
Pengfei Wei
H-Index: 14
Zongyi Guo
H-Index: 8
Combining data and physical models for probabilistic analysis: A Bayesian Augmented Space Learning perspective
Probabilistic Engineering Mechanics
2023/7/1
Estimation of small failure probabilities by partially Bayesian active learning line sampling: Theory and algorithm
Computer Methods in Applied Mechanics and Engineering
2023/7/1
A new reliability method combining adaptive Kriging and active variance reduction using multiple importance sampling
Structural and Multidisciplinary Optimization
2023/6
A new acquisition function combined with subset simulation for active learning of small and time-dependent failure probability
Structural and Multidisciplinary Optimization
2023/4
Pengfei Wei
H-Index: 14
An expected integrated error reduction function for accelerating Bayesian active learning of failure probability
Reliability Engineering & System Safety
2023/3/1
Pengfei Wei
H-Index: 14
Yu Zheng
H-Index: 5
A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties
Mechanical Systems and Signal Processing
2023/2/1
Structural reliability analysis: A Bayesian perspective
Structural Safety
2022/11/1
Bayesian probabilistic propagation of hybrid uncertainties: Estimation of response expectation function, its variable importance and bounds
Computers & Structures
2022/10/1
Parallel adaptive Bayesian quadrature for rare event estimation
Reliability Engineering & System Safety
2022/9/1
Interval uncertainty propagation by a parallel Bayesian global optimization method
Applied Mathematical Modelling
2022/8/1
Co-Authors
