교통공학과 이승현 교수
연구분야 : 교통운영 및 제어, 교통류이론, 자율협력주행기술, 교통인공지능
- 사업수행
- 자율주행차용 Positioning 고도화 기술: 3D 맵핑을 이용한 오버바운딩 편의 0.5m 미만급 기술 (국토교통과학기술진흥원)
- 물리기반 인공지능을 이용한 실시간 차로기반 교통류 속성 예측 모형 (한국연구재단)
- 대표논문
- A dynamic system optimal dedicated lane design for connected and
autonomous vehicles in a heterogeneous urban transport network, Transportation Research Part E: Logistics and Transportation Review (9/600 in Economics)
- Discovering the optimal relationship hypothesis of car-following
behaviors with neural network-based symbolic regression, Transportation Research Part C: Emerging Technologies (7/72 in Transportation Science & Technology)
- Inferring heterogeneous treatment effects of crashes on highway traffic: A doubly robust causal machine learning approach, Transportation Research Part C: Emerging Technologies (7/72 in Transportation Science & Technology)
- Unraveling the Causes of the Seoul Halloween Crowd-Crush Disaster, Plos One (32/134 in Multidisciplinary Sciences)