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Research Focus
- Modelling, simulation, design and evaluation of multimodal transport systems
- Macroscopic traffic modelling
-
Emerging transportation modes
Curriculum Vitae
Work experience | |
since 2023 | Research Associate |
2021-2022 | Student Research Assistant |
Education | |
2022 | M.Sc. in Transportation Systems Thesis: Performance of MFD-Based Traffic Models: Impacts of Different Network Clustering Methods Field of study: Intelligent transportation systems Technical University of Munich |
2018 | B.Eng. in Civil Engineering Caledonian College of Engineering, Oman |
Supervised Theses
- Development of an Open-Source Framework for Modeling Traffic-Related Emission Concentrations in Urban Areas. Master Thesis. Start: 1.4.2022; End: 9.11.2022. Mentoring: Ilic, Amini. Abstract.
- A generative modelling framework for network-wide traf-fic state estimation: a macroscopic fundamental diagram approach. Master Thesis. Start: 15.11.2021; End: 11.6.2022. Mentoring: Amini, Dr. Loder. Abstract.
- Calibration and Validation of a Microscopic Traffic Simulation in an Urban Scenario Using Loop Detector Data. Study Project. Mentoring: Dr. Keler, Amini.
- Analysis of the MVG timetable data (GTFS) - comparison on selected days. ProjektVTP. Mentoring: Dr. Keler, Amini.
- A microscopic simulation approach. Master Thesis. Start: 15.3.2021; End: 13.10.2021. Mentoring: Stüger, Amini. Abstract.
- Investigating the impact of autonomous vehicles on the macroscopic parameters of traffic flow. Master Thesis. Start: 1.1.2021; End: 30.6.2021. Mentoring: Amini, Tilg. Abstract.
- Literature research on spatio-temporal congestion patterns in road networks. Bachelor Thesis. Start: 8.6.2020; End: 20.12.2020. Mentoring: Metzger, Amini. Abstract.
- Modeling of a part of the highway network in the north of Munich with ptv VISSIM. Study Project. Mentoring: Amini, Metzger.
- Development of an automated verification process of possible turnings at intersections in SUMO. Study Project. Mentoring: Tilg, Amini.
- Coordinated traffic control strategy for facilitating motorway on-ramp merging. Master Thesis. Start: 1.5.2020; End: 31.10.2020. Mentoring: Amini, Rostami. Abstract.
- The effects of vehicle automation on network capacities: A microscopic simulation approach. Master Thesis. Start: 1.4.2020; End: 29.10.2020. Mentoring: Tilg, Amini. Abstract.
- Using aggregated floating car data for real-time traffic signal optimisation in non-lane-based heterogeneous traffic. Master Thesis. Start: 1.11.2020; End: 30.4.2020. Mentoring: Amini, Stüger. Abstract.
- Automatic identification of bus drivers using driving behavior data collected by on-board units. Master Thesis. Start: 17.6.2019; End: 16.12.2019. Mentoring: Amini, Fehn. Abstract.
- Integration of Connected Vehicles in Traffic Actuated Signal Control based on Extended Kalman Filter. Master Thesis. Start: 1.11.2018; End: 22.5.2019. Mentoring: , Amini. Abstract.
- Application of reinforcement learning in adaptive traffic signal control. Master Thesis. Start: 1.11.2018; End: 18.4.2019. Mentoring: Amini. Abstract.
- Data-driven calibration of the fundamental diagram for real-time traffic simulation models. Master Thesis. Start: 15.10.2018; End: 14.4.2019. Mentoring: Amini, Tilg. Abstract.
- Development and calibration of simulation-based dynamic traffic assignment model: Case study of eastern part of Munich’s ring road. Study Project. Mentoring: Amini.
- Development and calibration of dynamic traffic assignment model for western part of Munich’s ring road. Study Project. Mentoring: Amini.
- Agent-based modelling of transport in rural with a regional centre: A case study for the district of Hof and the city of Hof. Study Project. Mentoring: Tilg, Amini, Dr. Tsakarestos.
- Integration of arterial Fundamental Diagrams in traffic signal control in connected vehicle environments. Master Thesis. Start: 15.12.2017; End: 14.7.2018. Mentoring: , Amini. Abstract.
- Calibration and Comparison of Mesoscopic and Microscopic Traffic Simulation in Urban Network. Master Thesis. Start: 15.8.2017; End: 14.2.2018. Mentoring: , Amini. Abstract.
- Analyzing the utilization of bike-sharing system in Munich. Bachelor Thesis. Start: 15.5.2018; End: 5.10.2018. Mentoring: Amini, Dr. Tsakarestos. Abstract.
- Development of a Multi-Criteria Performance Index for Evaluation of Pedestrian Emergency Evacuation. Master Thesis. Start: 1.12.2016; End: 31.5.2017. Mentoring: Dr. Tsakarestos, Amini. Abstract.
- Analyzing the Impact of Anticipatory Vehicle Routing on the Network Performance. Master Thesis. Start: 17.11.2016; End: 16.5.2017. Mentoring: , Amini. Abstract.
- Method for dynamic rerouting of traffic demand in an urban street network with microscopic traffic simulation by taking into consideration the traffic signal control. Master Thesis. Start: 1.11.2016; End: 30.4.2017. Mentoring: , Amini. Abstract.