Knowledge-data fusion oriented traffic state estimation: A stochastic physics-informed deep learning approach

Ting Wang, Ye Li, Rongjun Cheng +3

Physics-informed deep learning (PIDL)-based models have recently garnered remarkable success in traffic state estimation (TSE). However, the prior knowledge used to guide regulariz…