A Knowledge-Informed Deep Learning Paradigm for Generalizable and Stability-Optimized Car-Following Models

Chengming Wang, Dongyao Jia, Wei Wang +3

Car-following models (CFMs) are fundamental to traffic flow analysis and autonomous driving. Although calibrated physics-based and trained data-driven CFMs can replicate human driv…