Pengfei Wei

According to our database, Pengfei Wei authored at least 26 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Constrained Bayesian optimization algorithms for estimating design points in structural reliability analysis.

Jingwen Song, Yifan Cui, Pengfei Wei, Marcos A. Valdebenito, Weihong Zhang

Reliab. Eng. Syst. Saf., January, 2024

A sequential sampling-based Bayesian numerical method for reliability-based design optimization.

Fangqi Hong, Pengfei Wei, Jiangfeng Fu, Michael Beer

Reliab. Eng. Syst. Saf., 2024

Sampling and active learning methods for network reliability estimation using K-terminal spanning tree.

Chen Ding, Pengfei Wei, Yan Shi, Jinxing Liu, Matteo Broggi, Michael Beer

Reliab. Eng. Syst. Saf., 2024

Bayesian active learning line sampling with log-normal process for rare-event probability estimation.

Chao Dang, Marcos A. Valdebenito, Pengfei Wei, Jingwen Song, Michael Beer

Reliab. Eng. Syst. Saf., 2024

2023

An expected integrated error reduction function for accelerating Bayesian active learning of failure probability.

Pengfei Wei, Yu Zheng, Jiangfeng Fu, Yuannan Xu, Weikai Gao

Reliab. Eng. Syst. Saf., 2023

2022

Parallel adaptive Bayesian quadrature for rare event estimation.

Chao Dang, Pengfei Wei, Matthias G. R. Faes, Marcos A. Valdebenito, Michael Beer

Reliab. Eng. Syst. Saf., 2022

2021

Failure probability estimation of a class of series systems by multidomain Line Sampling.

Marcos A. Valdebenito, Pengfei Wei, Jingwen Song, Michael Beer, Matteo Broggi

Reliab. Eng. Syst. Saf., 2021

Efficient reliability analysis of complex systems in consideration of imprecision.

Julian Salomon, Niklas Winnewisser, Pengfei Wei, Matteo Broggi, Michael Beer

Reliab. Eng. Syst. Saf., 2021

A new non-probabilistic time-dependent reliability model for mechanisms with interval uncertainties.

Qi Chang, Changcong Zhou, Pengfei Wei, Yishang Zhang, Zhufeng Yue

Reliab. Eng. Syst. Saf., 2021

Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics.

Matthias G. R. Faes, Marcos A. Valdebenito, Xiukai Yuan, Pengfei Wei, Michael Beer

Adv. Eng. Softw., 2021

2020

Measuring regional effects of model inputs with random Forest.

Jingwen Song, Zhenzhou Lu, Pengfei Wei

Commun. Stat. Simul. Comput., 2020

2019

Global sensitivity analysis for multivariate outputs based on multiple response Gaussian process model.

Fuchao Liu, Pengfei Wei, Chenghu Tang, Pan Wang, Zhufeng Yue

Reliab. Eng. Syst. Saf., 2019

Sensitivity analysis of prior beliefs in advanced Bayesian networks.

Longxue He, Michael Beer, Matteo Broggi, Pengfei Wei, António Topa Gomes

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

2018

Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model.

Pengfei Wei, Fuchao Liu, Chenghu Tang

Reliab. Eng. Syst. Saf., 2018

A probabilistic procedure for quantifying the relative importance of model inputs characterized by second-order probability models.

Pengfei Wei, Fuchao Liu, Zhenzhou Lu, Zuotao Wang

Int. J. Approx. Reason., 2018

2016

Time-dependent reliability sensitivity analysis of motion mechanisms.

Pengfei Wei, Jingwen Song, Zhenzhou Lu, Zhufeng Yue

Reliab. Eng. Syst. Saf., 2016

2015

Variable importance analysis: A comprehensive review.

Pengfei Wei, Zhenzhou Lu, Jingwen Song

Reliab. Eng. Syst. Saf., 2015

Regional and parametric sensitivity analysis of Sobol' indices.

Pengfei Wei, Zhenzhou Lu, Jingwen Song

Reliab. Eng. Syst. Saf., 2015

A comprehensive comparison of two variable importance analysis techniques in high dimensions: Application to an environmental multi-indicators system.

Pengfei Wei, Zhenzhou Lu, Jingwen Song

Environ. Model. Softw., 2015

2014

Regional sensitivity analysis using revised mean and variance ratio functions.

Pengfei Wei, Zhenzhou Lu, Wenbin Ruan, Jingwen Song

Reliab. Eng. Syst. Saf., 2014

2013

Monte Carlo simulation for moment-independent sensitivity analysis.

Pengfei Wei, Zhenzhou Lu, Xiukai Yuan

Reliab. Eng. Syst. Saf., 2013

Discussion of paper by Ming Xu, Tao Chen and Xianhui Yang "The effect of parameter uncertainty on achieved safety integrity of safety system", Reliab. Eng. Syst. Saf., 99 (2012) 15-23.

Pengfei Wei, Zhenzhou Lu, Xiukai Yuan

Reliab. Eng. Syst. Saf., 2013

Uncertainty importance measure for models with correlated normal variables.

Wenrui Hao, Zhenzhou Lu, Pengfei Wei

Reliab. Eng. Syst. Saf., 2013

Moment-independent regional sensitivity analysis: Application to an environmental model.

Pengfei Wei, Zhenzhou Lu, Danqing Wu, Changcong Zhou

Environ. Model. Softw., 2013

A new variance-based global sensitivity analysis technique.

Pengfei Wei, Zhenzhou Lu, Jingwen Song

Comput. Phys. Commun., 2013

2012

Efficient sampling methods for global reliability sensitivity analysis.

Pengfei Wei, Zhenzhou Lu, Wenrui Hao, Jun Feng, Bintuan Wang

Comput. Phys. Commun., 2012