Author

M. Hossain

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Open access Sep 2026

A Data-Driven Framework for Scenario-Based Safety Service Patrol Route Prioritization Using Historical Crash Data

Safety Service Patrols (SSPs) are highway assistance programs that provide rapid response to crashes, disabled vehicles, and other incidents, helping to reduce congestion and improve roadway safety. Effective SSP coverage planning is important because timely deployment can facilitate quicker incident clearance and redu...

M. Hossain, Joyoung Lee, Dejan Besenski et al. · Applied Sciences · 0 citations

Open access Aug 2026

Physics-Informed Neural Networks for Non-Recurrent Traffic Congestion Detection: A Case Study on the Seoul Ring Expressway

Non-recurrent congestion (NRC), caused by unforeseen events such as crashes, lane closures, and adverse weather, accounts for approximately half of all delays on urban freeways, yet it remains difficult to distinguish from routine congestion at recurrent bottlenecks. This study proposes an NRC detection framework based...

Woohun Jeon, Joyoung Lee, Jinguk Kim et al. · Symmetry · 0 citations