article · International Journal of Intelligent Transportation Systems Research

Physics-Informed Deep Learning and Machine Learning Integration for Collision Prediction in 2D Traffic Systems

Mourad Haddioui
Youssef Qaraai
El Arbi Abdellaoui Alaoui
Cédric Stéphane Tekouabou Koumetio

2026Université Moulay Ismail de Meknes

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Research topics

Traffic control and management
Traffic Prediction and Management Techniques
Autonomous Vehicle Technology and Safety

Sustainable Development Goals

Sustainable Cities and Communities

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DOI: 10.1007/s13177-026-00686-x

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