Publications

Andromachi Mourtzouchou, Andres L. Marin, Lorenzo Laveneziana, Alessandro Tansini, Jaime Suarez, Ada Garus, Monica Grosso, Fernando Martinez-Plumed, Ruben Cordera, Georgios Fontaras, Biagio Ciuffo (2025). Comparative Analysis of Public and Expert Perceptions of Electrified Vehicles in the European Union. Sci Rep.
PDF DOI
Andres L. Marin, Fernando Martinez-Plumed, Maria Jose Ramirez-Quintana, Konstantinos Mattas, Georgios Fontaras, Georgios Kouvelas, Anastasios Makridis, Michail A. Makridis (2025). Human or Machine: A Novel Deep Learning Framework for Autonomous Driver Identification Based on Vehicle Trajectories. IEEE T-ITS.
PDF Code DOI
Andres L. Marin, Fernando Martinez-Plumed, Michail A. Makridis, Alessandro Tansini, Luca Pulvirenti, Jaime Suarez Corujo, Dimitrios Komnos, Maria Jose Ramirez-Quintana, Carlos Monserrat, Georgios Fontaras (2025). Follow the leader: a deep reinforcement learning framework for safe and efficient autonomous car-following. J Intell Transp Syst.
PDF Dataset DOI
Alessandro Tansini, Andres L. Marin, Jaime Suarez, Nestor F. Aguirre, Georgios Fontaras (2025). Learning from the Real-World: Insights on Light-Vehicle Efficiency and CO2 Emissions from Long-Term On-Board Fuel Consumption Data Collection. Energy Conv Manag.
PDF Dataset DOI
Lorenzo Laveneziana, Andres L. Marin, Dermot O'Brien, Matteo Prussi, Georgios Fontaras (2025). A science-based approach to classifying light vehicles in Europe: methodology and case studies. Sci Rep.
PDF Code DOI
Jaime Suarez, Alessandro Tansini, Markos A. Ktistakis, Andres L. Marin, Dimitrios Komnos, Jelica Pavlovic, Georgios Fontaras (2025). Towards zero CO2 emissions: Insights from EU vehicle on-board data. Sci Total Environ.
PDF Dataset DOI
Andres L. Marin (2024). Risk assessment for the 2024 In-Service Verification (ISV) of CO2 emissions of Light-Duty Vehicles. JRC Report.
Source Document
Yinglong He, Konstantinos Mattas, Michail A. Makridis, Dimitrios Komnos, Andres L. Marin, Georgios Fontaras (2024). Introducing Hybrid Vehicle Dynamics in Microscopic Traffic Simulation. IEEE T-ITS.
Source Document Code DOI
Jaime Suarez, Andres L. Marin, Alessandro Tansini, Markos A. Ktistakis, Dimitrios Komnos, Georgios Fontaras (2023). Observations on the Driving of Plug-In Hybrid Cars in Real-World Conditions. CSUM 2022.
PDF DOI
Andres L. Marin (2022). Understanding the fuel consumption of plug-in hybrid electric vehicles: a real-world case study. UPV Technical Report.
Source Document