Development of a high-fidelity simulation model (or digital twin platform) to represent complex systems involving real human’s behavior in a comprehensive manner, to provide consistent details, and to obtain achievable solutions. (사람이 포함된 복합 시스템의 가상환경 구현을 위한 정밀 시뮬레이션 개발 및 디지털 트윈 모델 개발)
Human-in-the-loop (HITL) experiment in virtual environment to understand the reasoning and decision making processes of people via Artificial Intelligence (AI) and Agent-Based Modeling and Simulation (ABMS). (인공지능 및 에이전트 시뮬레이션을 통해 인간의 의사결정과정 모델링 및 관련 실험 수행)
Development of a microscopic traffic simulation finding the optimum operations policy which minimizes travel cost as well as accident risk. (교통 시스템 운영 최적화를 위한 정밀 교통 시뮬레이션 모델링)
Development of computationally efficient algorithms for a large-scale simulation model. (대규모 시뮬레이션 성능개선을 위한 알고리즘 개발)
Development of a data driven simulation-based optimization system to generate real time schedule mitigating operating cost of a facility. (실시간 데이터에 기반한 시뮬레이션 모델링 및 최적화)