A systematic review of machine learning-based microscopic traffic flow models and simulations

Microscopic traffic flow models and simulations are crucial for capturing vehicle interactions and analyzing traffic. They can provide critical insights for transport planning, management, and operation through scenario testing and optimization. With the growing availability of high-resolution data...

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Bibliographic Details

Published in:	Communications in Transportation Research
Main Authors:	Davies Rowan, Haitao He, Fang Hui, Ali Yasir, Quddus Mohammed
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Car-following (CF) Lane-changing (LC) Machine learning (ML) Traffic simulation Microscopic traffic flow model Traffic flow theory
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772424725000046