Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models

Yu Tang, Li Jin, Kaan Ozbay

Well-calibrated traffic flow models are fundamental to understanding traffic phenomena and designing control strategies. Traditional calibration has been developed base on optimiza…