Jingwen Song

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 7

Top Topics

Sensitivity Analysis

Top Venues

Reliab. Eng. Syst. Saf.

Environ. Model. Softw.

Commun. Stat. Simul. Comput.

Publications

Chao Dang, Marcos A. Valdebenito, Pengfei Wei, Jingwen Song, Michael Beer
Bayesian active learning line sampling with log-normal process for rare-event probability estimation. Reliab. Eng. Syst. Saf. 246 (2024)
Jingwen Song, Yifei Zhang, Yifan Cui, Ting Yue, Yan Dang
Bayesian active learning approach for estimation of empirical copula-based moment-independent sensitivity indices. Eng. Comput. 40 (2) (2024)
Jingwen Song, Yifan Cui, Pengfei Wei, Marcos A. Valdebenito, Weihong Zhang
Constrained Bayesian optimization algorithms for estimating design points in structural reliability analysis. Reliab. Eng. Syst. Saf. 241 (2024)
Marcos A. Valdebenito, Pengfei Wei, Jingwen Song, Michael Beer, Matteo Broggi
Failure probability estimation of a class of series systems by multidomain Line Sampling. Reliab. Eng. Syst. Saf. 213 (2021)
Hongliang Liu, Huini Liu, Jie Xu, Lijuan Li, Jingwen Song
Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients. Neural Process. Lett. 53 (5) (2021)
Jingwen Song, Zhenzhou Lu, Pengfei Wei
Measuring regional effects of model inputs with random Forest. Commun. Stat. Simul. Comput. 49 (9) (2020)
Pengfei Wei, Jingwen Song, Zhenzhou Lu, Zhufeng Yue
Time-dependent reliability sensitivity analysis of motion mechanisms. Reliab. Eng. Syst. Saf. 149 (2016)
Pengfei Wei, Zhenzhou Lu, Jingwen Song
Regional and parametric sensitivity analysis of Sobol' indices. Reliab. Eng. Syst. Saf. 137 (2015)
Pengfei Wei, Zhenzhou Lu, Jingwen Song
Variable importance analysis: A comprehensive review. Reliab. Eng. Syst. Saf. 142 (2015)
Pengfei Wei, Zhenzhou Lu, Jingwen Song
A comprehensive comparison of two variable importance analysis techniques in high dimensions: Application to an environmental multi-indicators system. Environ. Model. Softw. 70 (2015)
Pengfei Wei, Zhenzhou Lu, Wenbin Ruan, Jingwen Song
Regional sensitivity analysis using revised mean and variance ratio functions. Reliab. Eng. Syst. Saf. 121 (2014)
Pengfei Wei, Zhenzhou Lu, Jingwen Song
A new variance-based global sensitivity analysis technique. Comput. Phys. Commun. 184 (11) (2013)