Macroscopic traffic flow modeling with physics regularized Gaussian process: A new insight into machine learning applications in transportation
Yun Yuan, Zhao Zhang, Xianfeng Yang, Shandian Zhe
Topics & Concepts
Gaussian processTraffic flow (computer networking)Process (computing)Statistical physicsFlow (mathematics)Microscopic traffic flow modelComputer scienceGaussianPhysicsIndustrial engineeringEngineeringMechanicsTraffic generation modelReal-time computingComputer securityQuantum mechanicsOperating systemTraffic Prediction and Management TechniquesTime Series Analysis and ForecastingTraffic control and management