Data-driven modelling

Comparative analysis of interpretable data-driven and analytical car-following models on highways: Robustness, sensitivity and transferability

Develops robust data-driven car-following models for highways and benchmarks their sensitivity and transferability against calibrated Gipps, Krauss, and IDM analytical models.

Filippos Adamidis, Shahriar Iqbal Zame, Constantinos Antoniou