Yuming Ou

Rail Digital Twin and Deep Learning for Passenger Flow Prediction Using Mobile Data

Yuming Ou, Adriana-Simona Mihăiţă, Adrian Ellison, Tuo Mao, Seunghyeon Lee, Fang Chen

Predicting passenger flows in rail transport systems plays an important role for traffic management centers to make fast decisions during service disruptions. This paper presents an innovative cross-disciplinary approach based on digital twins, deep learning, and traffic simulati…Read more