Graph neural network surrogate for strategic transport planning. - Nikita Makarov; Santhanakrishnan Narayanan; Constantinos Antoniou 001 (CoRR, 2024)

Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs? - Ioannis Tzachristas; Santhanakrishnan Narayanan; Constantinos Antoniou 001 (CoRR, 2025)

Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning. - Santhanakrishnan Narayanan; Josep Maria Salanova Grau; Rodric Frederix; Athina Tympakianaki; Antonio D. Masegosa; Constantinos Antoniou 001 (J. Intell. Transp. Syst., 2025)