Scholar
Iason Papaioannou
Google Scholar ID: wFDrsmoAAAAJ
TU München
Citations & Impact
Citations
3,821
H-index
31
i10-index
60
Publications
20
Co-authors
24
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Teaching includes Stochastic Finite Element Methods, Structural Reliability Methods, Estimation of Rare Events and Failure Probabilities, Elements of Machine Learning, Prognostics and Health Management. Key publications are within the research areas mentioned above.
Research Experience
- Since 2019: Akademischer Rat at the Engineering Risk Analysis Group, TU München (tenured since 2021); 2011-2019: Research Associate and Lecturer at the Engineering Risk Analysis Group, TU München; 2010: Visiting Researcher, University of California, Berkeley.
Education
- 2007-2012: Ph.D. in Civil Engineering at the Chair of Computation in Engineering, TU München (Funded by SOFiSTiK AG); 2005-2007: M.Sc. (Hons.) in Computational Mechanics, TU München; 1999-2005: Diploma in Civil Engineering, National Technical University of Athens (NTUA).
Background
- Research interests: Uncertainty quantification of numerical models of engineering systems, reliability assessment and reliability-based optimization of engineering systems, reliability analysis of network systems, Bayesian updating of engineering models with data, uncertainty-based sensitivity analysis, probabilistic modeling and machine learning, random field models of spatially variable properties, uncertainty analysis and reliability assessment of high-dimensional systems, geotechnical reliability assessment.
Miscellany
- Contact: Room N3631, Phone +49 89 289 25038, Email iason.papaioannou@tum.de. Office hours by arrangement.
