Institute for Transport Planning and Systems

Metropolis-scale resilient and trustworthy traffic flow inference using multi-source data

Inferring network-wide traffic states from sparse observations with high accuracy and trustworthy uncertainty quantification is essential for intelligent transportation systems, yet it remains challenging due to the underdetermined nature of the problem, multifaceted disturbances...