Concepedia

Jingwen Song

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Publications

27

Citations

915

H-Index

20

Active since

2013

Affiliations

Northwestern Polytechnical University(Current)

Leibniz University Hannover

University of Liverpool

Tongji University

TU Dortmund University

Jingwen Song is an author at Northwestern Polytechnical University specializing in engineering, statistics, and uncertainty quantification.

Top concepts

EngineeringStatisticsUncertainty QuantificationSystems EngineeringReliability EngineeringSensitivity AnalysisStatistical InferenceData ScienceStochastic SimulationSimulation

Publications per year

2013–2025

27

Publications

27

Non-intrusive stochastic analysis with parameterized imprecise probability models: I. Performance estimation

Pengfei Wei, Jingwen Song, Sifeng Bi et al. · Mechanical Systems and Signal Processing · 2019 · 83 citations

Parameter Estimation, Engineering, Stochastic Optimization +8

Non-intrusive stochastic analysis with parameterized imprecise probability models: II. Reliability and rare events analysis

Pengfei Wei, Jingwen Song, Sifeng Bi et al. · Mechanical Systems and Signal Processing · 2019 · 75 citations

Reliability Engineering, Engineering, Data Science +11

Active learning line sampling for rare event analysis

Jingwen Song, Pengfei Wei, Marcos A. Valdebenito et al. · Mechanical Systems and Signal Processing · 2020 · 70 citations

Engineering, Machine Learning, Data Mining +7

Extended Monte Carlo Simulation for Parametric Global Sensitivity Analysis and Optimization

Pengfei Wei, Zhenzhou Lü, Jingwen Song · AIAA Journal · 2014 · 65 citations

Parameter Estimation, Engineering, Monte Carlo Methods +18

Time-dependent reliability sensitivity analysis of motion mechanisms

Pengfei Wei, Jingwen Song, Zhenzhou Lü et al. · Reliability Engineering & System Safety · 2016 · 54 citations

Reliability, Reliability Engineering, Engineering +10

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