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Technical University of Munich

Yunfei Zhang

Picture of Yunfei Zhang

M.Sc. Yunfei Zhang

Research Focus

  • Traffic data analysis
  • Traffic modeling and simulation

 

Curriculum Vitae

Work experience

since 2021Technical University of Munich
Chair of Traffic Engineering and Control
Researcher
2019 - 2021Technical University of Munich
Chair of Transportation Systems Engineering
Student research assistant
2019 - 2021University of Federal Armed Forces
Munich Institute for Mechanics and Statics
Student research assistant
2020Technical University of Munich
Chair of Traffic Engineering and Control
Student research assistant
2019Ingenierbüro Schwietering
Research Intern
2017 - 2018Shanghai Construction No. 4 (Group) Co., Ltd.
Cost engineer

Education

2020M.Sc. in Transportation Systems
Thesis: Travel Time Prediction for Urban Road Networks Using Ride-hailing Data
Technical University of Munich
2017B.Sc. in Civil Engineering
Graduation project: Urban Public Transportation Planning for Fuzhou (China)
Tongji University (China)

Publications

  • Zhang, Yunfei; Gerner, Jeremias; Ilic, Mario; Schmidtner, Stefanie; Bogenberger, Klaus: Autonomous Vehicles as Sensors: Traffic State Estimation. 104th Annual Meeting of the Transportation Research Board (TRB), 2025 more…
  • Karalakou, Athanasia; Rempe, Felix; Kessler, Lisa; Zhang, Yunfei; Bogenberger, Klaus: Lane-Based Traffic State Estimation on Freeways Using Empirical Automated Vehicle Data. 103rd Annual Meeting of the Transportation Research Board (TRB), 2024 more…
  • Zhang, Yunfei; Ilic, Mario; Bogenberger, Klaus: Autonomous Vehicles as a Sensor: Simulating Data Collection Process. arXiv, 2023 more…
  • Wolf, Fynn; Engelhardt, Roman; Zhang, Yunfei; Dandl, Florian; Bogenberger, Klaus: Effects of Dynamic and Stochastic Travel Times on the Operation of Mobility-on-Demand Services. 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2023 more…
  • Zhang, Yunfei; Rempe, Felix; Dandl, Florian; Tilg, Gabriel; Kraus, Matthias; Bogenberger, Klaus: Network Fundamental Diagram based Dynamic Routing in a Clustered Network. 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2023 more…
  • Zhang, Yunfei; Loder, Allister; Rempe, Felix; Bogenberger, Klaus: Temporal Aggregated Analysis of GPS Trajectory Data Using Two-Fluid Model. Transportation Research Record: Journal of the Transportation Research Board, 2022, 036119812211282 more…
  • Engelhardt, Roman; Dandl, Florian; Syed, Arslan-Ali; Zhang, Yunfei; Fehn, Fabian; Wolf, Fynn; Bogenberger, Klaus: FleetPy: A Modular Open-Source Simulation Tool for Mobility On-Demand Services. arXiv, 2022 more…
  • Zhang, Yunfei; Engelhardt, Roman; Syed, Arslan-Ali; Dandl, Florian; Hardt, Cornelius; Bogenberger, Klaus: Simulating Charging Processes of Mobility-On-Demand Services at Public Infrastructure: Can Operators Complement Each Other? 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2022 more…
  • Hardt, Cornelius; Weikl, Simone; Zhang, Yunfei, Lippoldt, Katrin, Bogenberger, Klaus: Empirical Analysis of Free-Floating Carsharing Systems in Munich and Berlin. Transportation Research Board 101st Annual Meeting, 2022 more…

Supervised Theses

  • Ahmed, Muhammad: Evaluation of Recorded Trajectories in the Greater Munich Area Against Safety Specifications Using Signal Temporal Logic.
    Master Thesis. Start: 17.10.2024; End: 8.5.2025. Mentoring: Zhang, Nexhipi. Abstract.
  • Maqsood, Usman: Network Clustering Using Detector Data Considering Road Classes.
    Master Thesis. Start: 9.10.2024; End: 23.4.2025. Mentoring: Zhang, Alayasreih. Abstract.
  • Sharma, Ayush: Analysis of the Irregular Traffic Behavior of Cyclists Based on Drone Videos.
    Master Thesis. Start: 22.7.2024; End: 22.1.2025. Mentoring: Kutsch, Zhang. Abstract.
  • Rahman, Md. Atikur: From Single Intersections to Network Traffic State: Ma-chine Learning in Traffic State Estimation.
    Master Thesis. Start: 9.10.2023; End: 9.4.2024. Mentoring: Zhang, Steinmetz. Abstract.
  • Özal, Eray: Restructuring of the Urban Airspace for the Implementation of Urban Air Mobility.
    Bachelor Thesis. Start: 29.5.2024; End: 29.10.2024. Mentoring: Peksa, Zhang. Abstract.
  • Serikbayeva, Danel: What will it cost us? - Factors that influence ticket pricing for UAM.
    Bachelor Thesis. Start: 13.11.2023; End: 13.4.2024. Mentoring: Zhang, Lippoldt. Abstract.
  • Dey, Penelope: A Comprehensive Study of Mode Choice of Urban Air Mo-bility (UAM) and Advanced Air Mobility (AAM).
    Bachelor Thesis. Start: 6.11.2023; End: 5.4.2024. Mentoring: Lippoldt, Zhang. Abstract.
  • Dar, Nouman: Estimation of the Characteristics of Highway Infrastructure Using Drone Data.
    Master Thesis. Start: 8.5.2023; End: 8.11.2023. Mentoring: Zhang, Kutsch. Abstract.
  • Faizi, Asadullah: Interactions Between Different Managed Lane Systems, a Comparative Analysis.
    Master Thesis. Start: 5.5.2023; End: 23.10.2023. Mentoring: Schönhofer, Zhang. Abstract.
  • Kundan, Kumar: Smart Infrastructure Planning of Electrical Vehicles Charging Stations and Evaluation of Service Quality and Utilization.
    Master Thesis. Start: 15.7.2022; End: 4.4.2023. Mentoring: Fischer, Hardt, Zhang. Abstract.
  • Klugbauer, Viktoria: Managed lanes worldwide - evolution, opportunity, trend?.
    Bachelor Thesis. Start: 12.4.2023; End: 10.11.2023. Mentoring: Schönhofer, Zhang. Abstract.
  • Saini, Kashish: Data and simulation-based study of crowding in public transportation.
    Master Thesis. Start: 3.5.2022; End: 3.11.2022. Mentoring: Dandl, Zhang. Abstract.
  • Peng, Shuyan: International comparison of the design of toll systems in road traffic and their effects on mode and route choice.
    Start: 15.9.2021; End: 15.2.2022. Mentoring: Dr. Loder, Zhang. Abstract.
  • Sojer, Magdalena: International comparison of the design of toll systems in road traffic and analysis of their effects.
    Bachelor Thesis. Start: 15.9.2021; End: 15.2.2022. Mentoring: Dr. Loder, Zhang. Abstract.
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