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    Fusing Physics-Based and Data-Driven Models for Car-Following Modeling: A Particle Filter Approach 

    Source: Journal of Transportation Engineering, Part A: Systems:;2024:;Volume ( 150 ):;issue: 012:;page 04024080-1
    Author(s): Yang Yang; Yang Zhang; Ziyuan Gu; Zhiyuan Liu; Haoning Xi; Shaoweihua Liu; Shi Feng; Qiang Liu
    Publisher: American Society of Civil Engineers
    Abstract: Microscopic modeling of vehicle movements and interactions is pivotal in traffic flow theory. Physics-based car-following (CF) models using mathematical formulations can delineate driving behavior in various traffic ...
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    Car-Following Models for Human-Driven Vehicles and Autonomous Vehicles: A Systematic Review 

    Source: Journal of Transportation Engineering, Part A: Systems:;2023:;Volume ( 149 ):;issue: 008:;page 04023075-1
    Author(s): Zelin Wang; Yunyang Shi; Weiping Tong; Ziyuan Gu; Qixiu Cheng
    Publisher: ASCE
    Abstract: The focus of car-following models is to analyze the microscopic characteristics of traffic flows, with particular attention given to the interaction between adjacent vehicles. This paper presents a systematic review of ...
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