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Department of Mechanical Engineering
PHD RESEARCHER

Weiming Zheng

 

Email: weiming.zheng@tu-dortmund.de

Room: Maschinenbaugebäude 1, Raum U04

Google Scholar: Link 

ResearchGate: Link 

© CRE

Research interests

  • Reliability Engineering
  • Uncertainty Quantification
  • Machine Learning

Further Information

  • Sep. 2025 – present: PhD researcher, Chair for Reliability Engineering, TU Dortmund University, Germany
  • Sep. 2022 – Jun. 2025: Master Student, School of Aerospace Engineering, Xiamen University, China
  • Sep. 2018 – Jun. 2022: Bachelor Student, School of Mechanical & Automotive Engineering, Fujian University of Technology, China

Honors

  • 2020 Dec.: National Scholarship, Fujian University of Technology
  • 2021 Dec.: National Scholarship, Fujian University of Technology
  • 2024 Dec.: National Scholarship, Xiamen University

Journal Paper:

  1. Zheng W., Yuan X., Bao X., Valdebenito M. A., Faes M. G. R. (2026). Active Bayesian support vector regression with importance sampling for rare event reliability analysis. Reliability Engineering & System Safety, 276, 112896.
  2. Zheng W., Dang C., Yuan X., Valdebenito M. A., Faes M. G. R. (2026). Hierarchical active learning probabilistic integration for reliability analysis of first-order sequential series systems. Computer Methods in Applied Mechanics and Engineering, 462, 119273.
  3. Yuan X., Zheng W., Zhao C., Valdebenito M. A., Faes M. G., Dong Y. (2024). Line sampling for time-variant failure probability estimation using an adaptive combination approach. Reliability Engineering & System Safety, 243, 109885.
  4. Yuan X., Zheng W., Shu Y., Dong Y. (2024). Augmented line sampling and combination algorithm for imprecise time-variant reliability analysis. Chinese Journal of Aeronautics, 37(12), 258-274.
  5. Zheng W., Yuan X., Bao X., Dong Y. (2025). Adaptive support vector machine for time-variant failure probability function estimation. Reliability Engineering & System Safety, 253, 110510.