Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes

Zhanhong Cheng, Xudong Wang, Xinyuan Chen +2

Modeling the relationship between vehicle speed and density on the road is a fundamental problem in traffic flow theory. Recent research found that using the least-squares (LS) met…