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Ren-Yong Guo

Beihang University (BUAA)

SCHOLARLY PAPERS

4

DOWNLOADS

159

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

PedAgent: A Large Language Model empowered intelligent agent for derivingcrowd safety enhancement policies in the pedestrian traffic system

Number of pages: 30 Posted: 20 Jan 2026
Chuan-Zhi (Thomas) XIE, Zhilu Yuan, Ren-Yong Guo, Chuanyao Li, Hongfei Jia, ZHAOCHENG HE, Renzhong GUO and Mohcine Chraibi
Beijing Institute of Technology, Shenzhen University, Beihang University (BUAA), Central South University, Jilin University (JLU), affiliation not provided to SSRN, Shenzhen University and Research Centre Jülich
Downloads 50 (1,063,489)

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Pedestrian Traffic, Crowd Safety, Large Language Model, Intelligent Agent, Management Policy

2.

Optimisation of Carriage Scheduling and Parking Problem in Passenger-Oriented Rail Mav (Pr-Mav) System Considering Passenger Entry Distribution: A Hybrid Heuristic Approach

Number of pages: 52 Posted: 24 Jun 2025
Pei-Yang Wu, Zhiyuan Lin, Ren-Yong Guo and Ronghui Liu
affiliation not provided to SSRN, University of Leeds, Beihang University (BUAA) and University of Leeds
Downloads 49 (1,074,648)
Citation 1

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Rail transit passengers, modification of transportation facility, modular autonomous vehicle (MAV), carriage scheduling and parking optimisation, hybrid heuristic approach

3.

Optimization of Carriage Parking Based on Simulation of Passenger Dynamics in the Dynamic Autonomous Non-Stop Rail Transit System

Number of pages: 40 Posted: 02 Aug 2025
Pei-Yang Wu, Ren-Yong Guo and Ying-En Ge
affiliation not provided to SSRN, Beihang University (BUAA) and Chang’an University
Downloads 41 (1,170,409)

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Rail transit passengers, modification of transportation facility, cell transmission model, carriage parking problem, swarm intelligence-based heuristic method

4.

Reservation scheme for congestion management during morning commute: Considering noncompliance

Number of pages: 42 Posted: 26 Mar 2026 Last Revised: 18 May 2026
Qi-Hang Sun and Ren-Yong Guo
School of Economics and Management, Beihang University and Beihang University (BUAA)
Downloads 19 (1,459,862)

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Travel demand management (TDM), Reservation scheme, Noncompliance, Bottleneck model