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Postdoctoral Researcher. <a href="https://www.dicam.unitn.it/en"> Department of civil, environmental and mechanical engineering</a>, <a href="https://www.unitn.it/en"> University of Trento</a>. |
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<p>Via Mesiano, 77</p> <p>38123 Trento, Italy</p>
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Dr. Dongkyu Lee received his B.S. and Ph.D. in Civil & Environmental Engineering from Seoul National University (SNU). After working as a postdoctoral researcher at SNU (2023-2024) and Technical University of Munich (TUM) (2024-2025), he joined University of Trento (UNITN) as a Postdoctoral researcher.
He has a broad academical background in Graph theory, Deep reinforcement learning, Bayesian network, Variance-reduction techniques (importance sampling, subset simulation, ...), and so on. He is interested in:
- Reliability analysis of urban systems/networks under seismic uncertainties
- Risk-informed maintenance strategies for lifeline networks
- Application of statistical/machine learning techniques for urban infrastructure systems
He has presented his research outcomes through 5 papers published in peer-reviewed archival journals, and 21 conference/workshop presentations (7 domestic, 14 international).