resume.json

{
  "basics": {
    "name": "Dongkyu Lee",
    "label": "Ph.D.",
    "image": "",
    "email": "dongkyu.lee@unitn.it",
    "phone": "(+39) 352 0993924",
    "url": "https://dongkyu-lee.info/",
    "summary": "Postdoctoral Researcher",
    "location": {
      "address": "Via Mesiano, 77",
      "postalCode": "38123",
      "city": "Trento",
      "countryCode": "TN",
      "region": "Trentino-Alto Adige"
    },
    "profiles": [
      {
        "network": "Twitter",
        "username": "AlbertEinstein",
        "url": "https://twitter.com/AlbertEinstein"
      }
    ]
  },
  "work": [
    {
      "name": "University of Trento",
      "location": "Trento, Italy",
      "position": "Postdoctoral Researcher",
      "url": "https://www.dicam.unitn.it/en",
      "startDate": "2025-10-27",
      "endDate": "NOW",
      "summary": "Postdoctoral researcher",
      "highlights": ["Uncertainty Quantification"]
    },
    {
      "name": "Engineering Risk Analysis Group, Technical University of Munich",
      "location": "Munich, Germany",
      "position": "Postdoctoral Researcher",
      "url": "https://www.cee.ed.tum.de/era/era-group/",
      "startDate": "2024-09-01",
      "endDate": "2025-08-31",
      "summary": "Postdoctoral Fellowship Program (nurturing next-generation researchers), supported by National Research Foundation of Korea (NRF)",
      "highlights": ["Deep reinforcement learning-based optimal maintenance strategy for large-scale infrastructure networks under seismic risk"]
    },
    {
      "name": "Institute of Construction and Environmental Engineering, Seoul National University",
      "location": "Seoul, S. Korea",
      "position": "Postdoctoral Researcher",
      "url": "https://systemreliability.wordpress.com/people/",
      "startDate": "2023-09-01",
      "endDate": "2024-08-31",
      "summary": "Postdoctoral Researcher",
      "highlights": ["Advisor: Prof. Junho Song"]
    },
    {
      "name": "Princeton University, Princeton",
      "location": "NJ, USA",
      "position": "Visiting Researcher",
      "url": "https://cis.scholar.princeton.edu/people/dongkyu-lee",
      "startDate": "2023-10-01",
      "endDate": "2023-11-01",
      "summary": "Visiting Researcher",
      "highlights": ["Hosting: Prof. Jürgen Hackl"]
    },
    {
      "name": "University of California, Berkeley, Berkeley",
      "location": "CA, USA",
      "position": "Visiting Researcher",
      "url": "https://coezresearch.wpenginepowered.com/99-2/",
      "startDate": "2022-11-01",
      "endDate": "2023-02-06",
      "summary": "Brain Korea 21 Global Research Fellowship, supported by Ministry of Education, Korea",
      "highlights": ["Advisor: Prof. Ziqi Wang"]
    },
    {
      "name": "University of Illinois Urbana-Champaign, Champaign",
      "location": "IL, USA",
      "position": "Visiting Researcher",
      "url": "https://experts.illinois.edu/en/persons/jong-sung-lee",
      "startDate": "2019-12-23",
      "endDate": "2020-02-23",
      "summary": "EDRC Research Intern Program, supported by Ministry of Trade, Industry and Energy, Korea",
      "highlights": ["Advisor: Dr. Jong S. Lee"]
    }
  ],
  "volunteer": [
    {
      "organization": "People's Climate March",
      "location": "Zurich, Switzerland",
      "position": "Lead Organizer",
      "url": "https://example.com",
      "startDate": "2014-04-01",
      "endDate": "2015-07-01",
      "summary": "Lead organizer for the New York City branch of the People's Climate March, the largest climate march in history.",
      "highlights": ["Awarded 'Climate Hero' award by Greenpeace for my efforts organizing the march.", "Men of the year 2014 by Time magazine"]
    }
  ],
  "education": [
    {
      "institution": "Seoul National University",
      "location": "Seoul, S. Korea",
      "url": "https://systemreliability.wordpress.com/people/",
      "area": "Civil & Environmental Engineering",
      "studyType": "M.S./Ph.D.",
      "startDate": "2017-09-01",
      "endDate": "2023-08-31"
    },
    {
      "institution": "Seoul National University",
      "location": "Seoul, S. Korea",
      "url": "https://cee.snu.ac.kr/",
      "area": "Civil & Environmental Engineering",
      "studyType": "B.S.",
      "startDate": "2012-03-01",
      "endDate": "2016-08-31"
    }
  ],
  "awards": [
    {
      "title": "Postdoctoral Fellowship Program (Nurturing next-generation researchers)",
      "date": "2024-09",
      "awarder": "Full financial support from National Research Foundation of Korea",
      "url": "https://www.nrf.re.kr/",
      "summary": "Awarded to outstanding early career Ph.D. researchers."
    },
    {
      "title": "Brain Korea 21 Global Joint Research Fellowship for Graduate Students",
      "date": "2022-11",
      "awarder": "Full financial support from Ministry of Trade, Industry and Energy, Korea",
      "url": "https://www.bk21infrasphere.snu.ac.kr/",
      "summary": "Awarded to outstanding Ph.D. students for global joint research."
    },
    {
      "title": "EDRC Research Intern Program",
      "date": "2019-12",
      "awarder": "Full financial support from Ministry of Trade, Industry and Energy, Korea",
      "url": "http://edrcedu.com/",
      "summary": "Awarded to outstanding Ph.D. students for global joint research."
    }
  ],
  "certificates": [
    {
      "name": "Machine Learning",
      "date": "2018-01-01",
      "issuer": "Stanford University",
      "url": "https://example.com",
      "icon": "fa-solid fa-location-dot"
    },
    {
      "name": "Quantum Computing",
      "date": "2018-01-01",
      "issuer": "Stanford University",
      "url": "https://example.com",
      "icon": "fa-solid fa-tag"
    },
    {
      "name": "Quantum Information",
      "date": "2018-01-01",
      "issuer": "Stanford University",
      "url": "https://example.com",
      "icon": "fa-solid fa-envelope"
    },
    {
      "name": "Quantum Cryptography",
      "date": "2018-01-01",
      "issuer": "Stanford University",
      "url": "https://example.com",
      "icon": "fa-solid fa-hashtag"
    },
    {
      "name": "Quantum Communication",
      "date": "2018-01-01",
      "issuer": "Stanford University",
      "url": "https://example.com",
      "icon": "fa-solid fa-calendar"
    },
    {
      "name": "Quantum Teleportation",
      "date": "2018-01-01",
      "issuer": "Stanford University",
      "url": "https://example.com",
      "icon": "fa-solid fa-clipboard-check"
    }
  ],
  "publications": [
    {
      "name": "Multi‐scale seismic reliability assessment of networks by centrality‐based selective recursive decomposition algorithm",
      "publisher": "A new algorithm utilizing network centrality, termed “centrality-based selective recursive decomposition algorithm” (CS-RDA), is introduced. By preferentially decomposing the node which is most likely to belong to the min-cut identified based on the betweenness centrality, the convergence of the bounds on the O/D connectivity can be expedited significantly.",
      "releaseDate": "2021-03-07",
      "url": "https://doi.org/10.1002/eqe.3447",
      "summary": "Earthquake Engineering & Structural Dynamics"
    },
    {
      "name": "Risk-informed operation and maintenance of complex lifeline systems using parallelized multi-agent deep Q-network",
      "publisher": "A multi-agent deep reinforcement learning framework, termed parallelized multi-agent deep Q-network (PM-DQN), is proposed to overcome the curse of dimensionality. The proposed method takes a divide-and-conquer strategy, in which multiple subsystems are identified by community detection, and each agent learns to achieve the O&M policy of the corresponding subsystem.",
      "releaseDate": "2023-11-01",
      "url": "https://doi.org/10.1016/j.ress.2023.109512",
      "summary": "Reliability Engineering & System Safety"
    },
    {
      "name": "Efficient seismic reliability and fragility analysis of lifeline networks using subset simulation",
      "publisher": "The binary network limit-state function in the subset simulation is reformulated into more informative piecewise continuous functions. The proposed limit-state functions quantify the proximity of each sample to a potential network failure domain, thereby enabling the construction of specialized intermediate failure events, which can be utilized in subset simulation and other sequential Monte Carlo approaches.",
      "releaseDate": "2025-08-01",
      "url": "https://doi.org/10.1016/j.ress.2025.110947",
      "summary": "Reliability Engineering & System Safety"
    },
    {
      "name": "Dual graph-based Bayesian network modeling with Rao-Blackwellization for seismic reliability and complexity quantification of network connectivity",
      "publisher": "The method employs the dual graph representation of a target system to automate the construction of a Bayesian network (BN). This enables the application of the junction tree algorithm to perform reliability analysis and quantify complexity based on a network topology. To further tackle SRA challenges associated with fully correlated seismic uncertainties, we propose to combine a cross entropy-based adaptive importance sampling technique with Rao-Blackwellization.",
      "releaseDate": "2025-04-30",
      "url": "https://doi.org/10.1002/eqe.4362",
      "summary": "Earthquake Engineering & Structural Dynamics"
    }
  ],
  "skills": [
    {
      "name": "Physics",
      "level": "Master",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "Quantum Mechanics",
        "Quantum Computing",
        "Quantum Information",
        "Quantum Cryptography",
        "Quantum Communication",
        "Quantum Teleportation"
      ]
    }
  ],
  "languages": [
    {
      "language": "Korean",
      "fluency": "Native speaker",
      "icon": ""
    },
    {
      "language": "English",
      "fluency": "Fluent",
      "icon": ""
    }
  ],
  "references": [
    {
      "name": "Professor John Doe",
      "icon": "fa-solid fa-laptop",
      "reference": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam condimentum, diam quis convallis euismod, arcu mi ullamcorper lorem, a vestibulum nunc magna at sem. Sed in risus ac felis varius blandit. D"
    },
    {
      "name": "Professor John Doe",
      "icon": "fa-solid fa-thumbtack",
      "reference": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam condimentum, diam quis convallis euismod, arcu mi ullamcorper lorem, a vestibulum nunc magna at sem. Sed in risus ac felis varius blandit. D"
    }
  ],
  "projects": [
    {
      "name": "Deep reinforcement learning-based optimal maintenance strategy for large-scale infrastructure networks under seismic risk",
      "summary": "",
      "highlights": ["Deep Reinforcement Learning", "Maintenance Strategy"],
      "startDate": "2024-09-01",
      "endDate": "Now",
      "url": "https://dongkyu-lee.info/projects/1_project/"
    }
  ]
}