Project publications Journals Antonya, C., Iclodean, C., Roșu, I.-A. (2025) Enhancing Roundabout Efficiency Through Autonomous Vehicle Coordination. Vehicles, 7(1), 9. Voinea G.-D., Girbacia F., Boboc R.G., Postelnicu C.-C. (2025) The Mind-Wandering Phenomenon While Driving: A Systematic Review. Information. 16(8):681. Voinea G.-D., Girbacia F., Duguleana M., Postelnicu C.-C. (2025) Planning Future EV Charging Infrastructure by Forecasting Spatio-Temporal Adoption Trends Across Heterogeneous User Segments. Information; 16(11):933. Antonya, C., Tarulescu, R., Tarulescu, S., & Butnariu, S. (2025) Defining the Optimal Characteristics of Autonomous Vehicles for Public Passenger Transport in European Cities with Constrained Urban Spaces. Vehicles, 7(4), 125. Butilă EV, Burlacu M, Meseșan-Schmitz L, Gîrbacia F, Boboc RG. (2026) The Mind Wandering Phenomenon While Driving: An Exploratory Survey. SAGE Open. Tudor, I.A., Gîrbacia, F. (2026) Mapping Research Trends in Road Safety: A Topic Modeling Perspective. Vehicles, 8 (4). Duguleană, Mihai, and Tiberiu Ghiță. "Object Awareness for Intelligent Vehicle Systems: A Software Framework for Selective and Image-Aligned Presentation of YOLO Perception Outputs." Vehicles (2026). Ghiță, Tiberiu, Răzvan Gabriel Boboc, and Mihai Duguleană. "Driving style recognition and road-safety outcomes: A systematic review and reproducible data architecture." Electronics 15.18 (2026): 4077. Conferences Girbacia F., Voinea G.-D., Multi-Method Statistical Analysis of Factors Influencing Predictive Maintenance of Electric Vehicle Fleets. XXXIII International Scientific Conference trans&MOTAUTO '25 1 (12), Varna, Bulgaria, 23-26 June, 2025. Duguleana M., Boboc R., The Road to AI Companionship: Designing a Sentient AI Agent for Enhanced Driving Experience, 11th Conference on Control, Decision and Information Technologies (CoDIT 2025), Split, Croatia, 15 - 18 July 2025. Tudor I.A., Girbacia F., The Use of Large Language Models (LLMs) in Road Accident Investigation, 33rd Annual Congress of the European Association for Accident Research, Brasov, Romania, 25 - 27 September 2025. Buzdugan I.-D., Antonya C., Rosu I.-A., Human Factors Considerations in Developing Adaptive Autonomous Driving Systems in Safety-Critical Scenarios, The 35th SIAR International Congress of Automotive and Transport Engineering AUTOMOTIVE MOBILITY, MANAGEMENT AND AUTOMATION, Cluj Napoca, Romania, 23 - 25 October, 2025. Duguleana M., Mathematical Modeling of Decentralized Traffic Management with Incentive Mechanisms, The 35th SIAR International Congress of Automotive and Transport Engineering AUTOMOTIVE MOBILITY, MANAGEMENT AND AUTOMATION, Cluj Napoca, Romania, 23 - 25 October, 2025. Voinea G.-D., Girbacia F., A Multi-Stage Framework for Optimizing In-Vehicle Driving Style Analysis, The 35th SIAR International Congress of Automotive and Transport Engineering AUTOMOTIVE MOBILITY, MANAGEMENT AND AUTOMATION, Cluj Napoca, Romania, 23 - 25 October, 2025. Postelnicu C.-C., Voinea G.-D., Boboc R., Girbacia F., Driver drowsiness detection based on physiological biosignals, The 35th SIAR International Congress of Automotive and Transport Engineering AUTOMOTIVE MOBILITY, MANAGEMENT AND AUTOMATION, Cluj Napoca, Romania, 23 - 25 October, 2025. Buzdugan I.-D., Antonya C., Boboc R.-G., Rosu I.-A., Human-Centered Simulations: Designing Reactive Traffic Scenarios for Enhanced Fidelity in Autonomous Vehicle Testing, 13th International Conference on Control, Mechatronics and Automation (ICCMA 2025), Paris, France, 24 - 26 November, 2025. Boboc R.-G., Voinea G.-D., Buzdugan I.-D., Butila E.V., A Framework for Multi-Modal Driving Style Recognition Using Self-Supervised Contrastive Learning, 13th International Conference on Control, Mechatronics and Automation (ICCMA 2025), Paris, France, 24 - 26 November, 2025. Duguleana, Mihai, and Cristian Cezar Postelnicu. "Avatar-Based Immersive Training for High-Voltage Safety." 2026 IEEE Electrical Insulation Conference (EIC). IEEE, 2026. Duguleana, Mihai, and Gheorghe Daniel Voinea. "Blockchain-Enabled Federated Learning for Collaborative Autonomous Vehicles." Intelligent Systems Conference. Cham: Springer Nature Switzerland, 2026. Duguleană, Mihai, and Tiberiu Ghiță. Real-Time Object Awareness Using Edge AI and YOLO for Intelligent Vehicle Systems. The 36th SIAR International Congress of Automotive and Transport Engineering (CAR2026), Pitești, Romania.
