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**Dr. Dongkyu Lee** received his B.S. and Ph.D. in Civil & Environmental Engineering from [Seoul National University](https://en.snu.ac.kr/) (SNU). After working as a postdoctoral researcher at [SNU](https://icee.snu.ac.kr/) (2023-2024) and [Technical University of Munich](https://www.tum.de/en/) (TUM) (2024-2025), he joined [University of Trento](https://www.unitn.it/en) (UNITN) as a **Postdoctoral researcher**.
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He has a broad academical background in **Graph theory**, **Deep reinforcement learning**, **Bayesian network**, **Variance-reduction techniques** (importance sampling, subset simulation, ...), etc. He is interested in:
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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:
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- Reliability analysis of urban systems/networks under seismic uncertainties
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- Risk-informed maintenance strategies for lifeline networks
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