- Predicting Offers for Mobility-on-Demand Services: A Machine Learning-Based Approach. 104th Annual Meeting of the Transportation Research Board (TRB), 2025 more…
Curriculum Vitae
Work experience | |
since 2023 | Technical University of Munich Researcher |
2020 | Truking Technology Co., Ltd Research Intern |
Education | |
2023 | M.Sc. in Mobility and Infrastructure Thesis: Investigation of Methods and Data Sources for the Generation of a Synthetic Population Karlsruhe Institute of Technology |
2019 | B.Sc. in Transportation Equipment and Control Engineering Thesis: Kinematics Analysis of Omnidirectional Vehicle Based on Mecanum Wheel Central South University (China) |
Publications
Supervised Theses
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Multi-Modal Traffic Stress Analysis of Road Network Quality: A Comparative Study of Athens and Munich.
Master Thesis. Start: 19.11.2024; End: 19.5.2025. Mentoring: Dr. Takayasu, Dahmen. Abstract. -
Cycling Behavior of Pupils on Trips to School and Recommendations for Improvements.
Master Thesis. Start: 4.9.2024; End: 4.3.2025. Mentoring: Dr. Kessler, Dahmen. Abstract. -
Machine Learning for Predicting Travel Purposes in GPS Travel Diaries.
Master Thesis. Start: 21.8.2024; End: 21.2.2025. Mentoring: Dahmen, Alvarez. Abstract. -
Analysis of unattractive OD relations with Mobilität.Leben data.
Study Project. Start: 4.11.2024; End: 5.5.2025. Mentoring: Dahmen, Dr. Dandl. -
Analysis of Bicycle Riding Behavior at Intersections under Consideration of Infrastructure.
Master Thesis. Start: 7.5.2024; End: 7.11.2024. Mentoring: Dahmen, Dr. Kessler. Abstract. -
Creation of a Mobility Data Curation Dashboard.
Bachelor Thesis. Start: 4.1.2024; End: 4.6.2024. Mentoring: Alvarez, Dahmen. Abstract. -
Classification of cyclist types.
Master Thesis. Start: 20.6.2023; End: 20.12.2023. Mentoring: Dahmen, Dr. Takayasu. Abstract. -
Route Choice Behavior of Bicyclists based on Objective and Subjective Data Analyses.
Master Thesis. Start: 1.6.2023; End: 1.12.2023. Mentoring: Dr. Kessler, Dahmen. Abstract. -
Development of a Map Matching Algorithm for Bicycle Trajectories.
Master Thesis. Start: 7.11.2022; End: 7.5.2023. Mentoring: Dahmen, Dr. Weikl, Dr. Loder. Abstract. -
Visualization of mobility data.
Bachelor Thesis. Start: 19.7.2023; End: 19.12.2023. Mentoring: Dahmen, Alvarez. Abstract. -
Identification of factors affecting bicycle mode choice.
Bachelor Thesis. Start: 4.4.2023; End: 4.9.2023. Mentoring: Dahmen, Dr. Kessler. Abstract. -
Literature review of cycling route choice models.
Bachelor Thesis. Start: 21.11.2022; End: 21.4.2023. Mentoring: Dahmen, Dr. Weikl. Abstract.