Chenguang Zhao

Micro-Macro Coupled Koopman Modeling on Graph for Traffic Flow Prediction

Traffic systems are inherently multi-scale: microscopic vehicle interactions and macroscopic flow co-evolve nonlinearly. Microscopic models capture local interactions but miss flow evolution; macroscopic models enforce aggregated consistency yet overlook stochastic vehicle-level dynamics. We propose…