2 papers
cs.LG2025
Discovering the Precursors of Traffic Breakdowns Using Spatiotemporal Graph Attribution Networks
Zhaobin Mo, Xiangyi Liao, Dominik A. Karbowski +1
Understanding and predicting the precursors of traffic breakdowns is critical for improving road safety and traffic flow management. This paper presents a novel approach combining…
stat.AP2024
Calibrating microscopic traffic models with macroscopic data
Yanbing Wang, Felipe de Souza, Dominik Karbowski
Traffic microsimulation is a crucial tool that uses microscopic traffic models, such as car-following and lane-change models, to simulate the trajectories of individual agents. Thi…