Thesis Supervision

The Chair of Transportation Systems Engineering is mentoring students on a variety of topics that cover fields of transportation research.

Write your thesis with us!

Open thesis topics can be found below each research group's respective descriptions:

Of course, shaping a topic based on a student's idea and competences is highly encouraged.

Once you have decided on a topic with a supervisor, please check our our student's thesis guide, which provides you with templates and information on completing your thesis successfully.

Completed Theses

2024

2023

  • Abdulrahmon Ghazal: Analysis of Logistics’ Measures of CEP Service Providers for the Lastmile Delivery in Small- and Mediumsized Cities. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
  • Abu Sayed: Factors influencing transfer learning of traffic forecasting models. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
  • Merindha Arty Sekardani: The Factors behind Willingness to Pool and Successful Ride-Pooling: How COVID-19 Influences That. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
  • Mohammad Aulad Hoshen Zihad: Data-driven analysis and on-site comparison of delay pattern of buses: a case study in the north of Munich. Master thesis, 2023 more… BibTeX
  • Ningkang Yang: Transfer learning for transportation system resilience estimation using floating car data. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
  • Severin Diepolder: On the Computation of Accessibility Provided by Dynamic Transportation Modes. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
  • Tim Lindermaier: Creating a Predictive Model for the Traffic Impacts of Road Closures. Master thesis, 2023 more… BibTeX Full text (mediaTUM)

2022

2021

  • Carine Khalil: Gender Impact on Travel Choice: A Case Study in Cairo, Egypt. Bachelor thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Debapreet Batabyal: Investigating the Impact of In-Vehicle Distraction on Driving Performance during Safety Critical Events Using Visual Tracking in a Context-Aware Driving Simulator Environment. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Ebrahim Salehi Dobakhshari: Identification of user-centric traffic alternatives based on car usage data. Master thesis, 2021 more… BibTeX
  • Filippos Adamidis: Development of Data-driven Car-following Models. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • John Victor Ongola: The Impact Of Intercity Bus Services On Intercity Accessibility In Germany's Major Cities. Master thesis, 2021 more… BibTeX
  • Kishmala Imtiaz: Impact of COVID-19 on Public Transport: A New York City (NYC) Case Study. Master thesis, 2021 more… BibTeX
  • Md. Ashraful Islam: Understanding the Factors Influencing the Acceptance of Hyperloop Systems. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Muhammad Ahmad Chaudhry: Simulation-Based Mode Choice Methods for Ride Sharing Services. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Nikita Makarov: Development of a Deep Learning Surrogate for the Four-Step Transportation Model. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Qingyang Lyu: Reasons and factors behind the gender gap of online ride-hailing: a case study in Wuhan, China. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Salsabil Hamza: Analyzing Mobility Behavior due to COVID-19 Impact Using Discrete Choice Models and Machine Learning. Master thesis, 2021 more… BibTeX
  • Somporn Sahachaisaree: Coordinated trimodal skip-stop plans optimisation for urban rail transit operations under time-variant demand. , 2021 more… BibTeX Full text (mediaTUM)
  • Susan Cheng: Parameter Calibration and Stochastic Model Extension for an Agent-Based Simulation of Vertiport Ground Operations. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Vasiliki Kalliga: Who Does New Trips and Why? Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Xiahan Li: An Image Fusion Framework for Deep Learning in Traffic Forecasting. Master thesis, 2021 more… BibTeX
  • Xiaoyan Kang: User Acceptance and Adoption of Driverless Shuttles: A Longitudinal Study. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
  • Zhichun Liu: Exploring the Evolution Mechanism of Traffic Congestions and Its Impact on Normal Traffic Based on Data-driven Method. Master thesis, 2021 more… BibTeX Full text (mediaTUM)

2020

  • Abdullahi Olakunle Fatola: On-demand Modeling and Forecasting Individual Upcoming Trips – TUM Transportation Systems MSc. Supervisors: T. Ma, C. Antoniou , 2020, more… BibTeX Full text (mediaTUM)
  • Alexandros Efthymiou: E-scooters vs Public Transport: How Built EnvironmentAffects People’s Choice. Master thesis, 2020 more… BibTeX
  • Constanze Ruf: Investigation of machine learning processes for the identification of relevant driver influences and classification of the efficiency of the driving style – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, G. Cantelmo, 2020, more… BibTeX
  • Ekaterina Kopylova: Study of semantic segmentation applied to street scene data – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, R. Rothfeld, 2020, more… BibTeX
  • Kateryna Shavrova: Logistical process optimization for the handling of historical vehicles in relation to automated Track and Trace. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
  • Michael Winsor: Influence of networked and cooperative vehicles on virtual right-of-way performance in mixed traffic. TUM, Supervisors: T. Ma, C. Antoniou, 2020, more… BibTeX Full text (mediaTUM)
  • Mirfarnam Tabandeh: Bike-sharing system demand prediction using machine learning algorithms. Master thesis, 2020 more… BibTeX
  • Mohamed Abouelela: Why do we share our trips? Investigation of the factors that influence the acceptance, frequency of use and characteristics of organized pooled rides. The Jetty case study in Mexico – TUM Transportation Systems MSc. TUM, Supervisors: A. Tirachini, C. Antoniou, 2020, more… BibTeX Full text (mediaTUM)
  • Mohd Shareef: Analysis and development of a car-following model with xFCD – TUM Transportation Systems MSc. TUM Supervisors: T. Ma, C. Antoniou, 2020, more… BibTeX Full text (mediaTUM)
  • Qing-Long Lu: Developing dynamic pricing methods for ride-sharing services. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
  • Rupanjan Chakraborty: A Study of various Response Styles and Attribute Processing Strategies and their Impacts in Stated Preference Experiments. Master thesis, 2020 more… BibTeX
  • Salma Yosri Yousif Hamad: Analysis and Prediction of Bike Sharing Traffic Flow – TUM Transportation Systems MSc. TUM, Supervisors: T. Ma, 2020, more… BibTeX Full text (mediaTUM)
  • Santiago Guerrero Ramirez: Integrated Microscopic and Mesoscopic Traffic Modelling and Simulation for Detector Data Imputation and OD Matrix Estimation. Master thesis, 2020 more… BibTeX
  • Sophia Saportas: Analysis of the influencing factors on the choice of the HOT lane and modeling of the prediction of the roadway requirement with an artificial neural network and linear regression – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, K. Yang, 2020, more… BibTeX
  • Thenuwan Rajapakshe Mudiyanselage: Route Choice Model Calibration for Multi-Modal Public Transport Network Using Visum's Headway- Based Assignment Procedures. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
  • Yousuf Dinar: Impact of Connected and/or Autonomous Vehicles in Mixed Traffic. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
  • Yunfei Zhang: Travel Time Prediction for Urban Road Networks Using Ride-hailing Data. Master thesis, 2020 more… BibTeX

2019

  • Aitan Medeiros Militao: Total cost minimization models for common demand-oriented transport systems with human-guided and automated vehicles – TUM Transportation Systems MSc. TUM, Supervisors: A. Tirachini, C. Antoniou, 2019, more… BibTeX Full text (mediaTUM)
  • Alexander Durner: Development of a smartphone application for optimizing the accessibility of Munich Airport – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
  • Ariful Hoque Shaon: Identification of Dangerous Driving Behaviour Using Naturalistic Driving Data – TUM Transportation Systems MSc. Supervisors: C. Katrakazas, 2019, more… BibTeX Full text (mediaTUM)
  • Artem Kholodkov: Deep learning techniques for short-term traffic forecasts – TUM Transportation Systems MSc. Supervisors: T. Ma, C. Antoniou , 2019, more… BibTeX Full text (mediaTUM)
  • Bhagya Shrithi Grandhi: Predictive Modelling using Machine Learning Techniques for Railway incident based parametersDenmark Railways. Supervisors: E. Chaniotakis, C. Antoniou , 2019, more… BibTeX Full text (mediaTUM)
  • David Gackstetter: Anticipatory Fleet Redistribution Using Multi-Agent Deep Reinforcement Learning – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
  • Dimitrios Bisas: Simultaneous off-line demand supply calibration for simulation based dynamic traffic assignment models with PC-SPSA algorithm – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, T. Ma, 2019, more… BibTeX
  • Ioannis Miaris: Combining VRP Routes to Reduce Costs with a Set Covering Linear Programming Approach for Own Fleet Operation – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
  • Konstantinos Tsiamasiotis: Stated Preference Survey Design to identify factors for using dynamic vanpooling – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
  • Santhanakrishnan Narayanan: Review and modelling of shared autonomous vehicle services – TUM Transportation Systems MSc. Supervisors: E. Chaniotakis, C. Antoniou, 2019, more… BibTeX Full text (mediaTUM)
  • Vishal Mahajan: Real-time Driving Intention Prediction and Crash Risk Estimation from Naturalistic Driving Data using Machine learning – TUM Transportation Systems MSc. Supervisors: C. Katrakazas, C. Antoniou, 2019, more… BibTeX Full text (mediaTUM)
  • Xiaolin Gong: Machine learning-based network-wide traffic dynamics Prediction of traffic dynamics – TUM Transportation Systems MSc. TUM, Supervisors: T. Ma, C. Antoniou, 2019, more… BibTeX
  • Yijiong Zhu: Dynamic Traffic Assignment Model Calibration Using Islands Genetic Algorithm – TUM Transportation Systems MSc. Supervisors: T. Ma, C. Antoniou , 2019, more… BibTeX Full text (mediaTUM)

2018

  • Abdallah Abu-Aisha: Using Floating Car Data (FCD) to Infer Mobility Patterns – TUM Transportation Systems MSc. Supervisors: C. Antoniou, R. Harfouche, 2018, more… BibTeX Full text (mediaTUM)
  • Christelle Al Haddad: Identifying the Factors Affecting the Use and Adoption of Urban Air Mobility – TUM Transportation Systems MSc. Supervisors: C. Antoniou (TUM), E. Chaniotakis (TUM), Anna Straubinger (Bauhaus Luftfahrt), 2018, more… BibTeX Full text (mediaTUM)
  • David Bailey: Quantitative Cybersecurity Risk Management for Autonomous Vehicle Systems – TUM Transportation Systems MSc. Supervisors: E. Chaniotakis, C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
  • Fatemeh Fathisardehaee: Public Transport Users’ Satisfaction: Athens vs Munich. – TUM Transportation Systems MSc., Supervisors: C. Antoniou, E. Chaniotakis, 2018, more… BibTeX Full text (mediaTUM)
  • Isaiah Olanrewaju Michael: A Robust Capacitated Vehicle Routing Model for Dangerous Goods Transportation in a Double Echelon Supply Chain Network; A case study of lead-acid auto battery transportation in Germany. – TUM Transportation Systems MSc., Supervisors: C. Antoniou, E. Chaniotakis, 2018, more… BibTeX
  • Kunwar Muhammad: Factors Affecting the Shift to Autonomous Vehicles: A Safety Perspective Survey in Munich – TUM Transportation Systems MSc. Supervisors: C. Katrakazas, C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
  • Mengying Fu: Exploring Preferences for Transportation Modes in an Urban Air Mobility Environment: a Munich Case Study. Master thesis, 2018 more… BibTeX Full text (mediaTUM)
  • Moeid Qurashi: An Alternative Online Calibration Approach for Dynamic Traffic Assignment Systems. – TUM Transportation Systems MSc., Supervisors: C. Antoniou, T. Ma, E. Chaniotakis, 2018, more… BibTeX Full text (mediaTUM)
  • Shahrom Hosseini Sohi: Data-driven time series demand forecasting of Car-Sharing services: The case study of DriveNow in Munich, Germany – TUM Transportation Systems MSc. Supervisors: Jeppe Rich (DTU), Tao Ma (TUM), C. Antoniou (TUM), 2018, more… BibTeX Full text (mediaTUM)
  • Shun Su: An optimization model for reservation based autonomous car sharing routing problem. – TUM Transportation Systems MSc., Supervisors: E. Chaniotakis, C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
  • Stanislav Timokhin: Predicting and measuring venue popularity using crowd-sourced and passive sensor data – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)

2017

  • David Durán Rodas: Identification of spatio-temporal factors affecting arrivals and departures of shared vehicles. – TUM Transportation Systems MSc. TUM, Supervisors: E. Chaniotakis, C. Antoniou, D. Eftymiou, 2017, more… BibTeX Full text (mediaTUM)
  • Muzaffar Khamraev: Validating data-driven models at the network level – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, D. Efthymiou, 2017, more… BibTeX Full text (mediaTUM)
  • Yiwei Zuo: Impact of Weather on Public Transport Users’ Satisfaction – TUM Civil Engineering MSc. TUM Supervisors: C. Antoniou, D. Efthymiou, E. Chaniotakis, 2017, more… BibTeX Full text (mediaTUM)