Nagasaki, Kota: Transportation systems analysis with angle: Modeling and empirical studies, AY2023
Dahiya, Garima: Fundamental diagrams and traffic state estimation methods: analysis and modeling using Zen Traffic Data, AY2022
Master's degree
Fuad, Muhammad Riza Tanwirul: System optimal traffic management: Integrating dynamic vehicle routing and signal control with mean field Q-learning, AY2025
Oda, Koki: Development of passenger flow estimation method in ride-sharing systems using inverse problem, AY2024
Kanamori, Yuki: Day-to-day traffic simulation after disasters under information constraints, AY2024
Fujikawa, Yoshiki: Experimental analysis of the scaling law for traffic jam size in mesoscopic traffic flow model, AY2024
Ma, Yuxun: Hybrid travel behavior models with utility-maximization theory and graph neural network, AY2024
Iizuka, Kanae: Passenger-oriented distributed traffic signal control in the era of ridesharing, AY2023
Fujiya, Keiichiro: Modeling pedestrian fundamental diagram based on directional statistics, AY2023
Ryota Marumaya: Theoretical analysis of dynamic optimal pricing for shared autonomous vehicle system, AY2023
Mizuno, Kenya: Analysis of social optimal state of general piggyback transportation, AY2023
Yamashita, Naoya: Mathematical analysis of modal choice between ridesharing and conventional public transportation considering round-trip, AY2022
Lee, Inho: MFD-based traffic simulation under large-scale construction, AY2022
Zhong, Hengyi: Generation of aggregated road network by only vehicle trajectory data, AY2022
Sato, Kimihiro*: Dynamic network congestion pricing based on deep reinforcement learning, AY2021
Sakai, Kengo*: Traffic state estimation method per lane using surrounding environment observation probe vehicle, AY2020
Bachelor's degree
Eguma, Hiromichi: Optimal design for urban structure under the presence of shared autonomous vehicle system, AY2024
Kojima, Yukihiro: Continuous data-driven traffic state estimation on highway, AY2024
Ishii, Yuki: Multi-objective optimization of freight and passenger joint transportation in shared autonomous vehicle systems, AY2023
Hayashi, Kazuma: Vehicle and section-dependent speed-spacing relation estimation using hierarchical Bayesian model, AY2023
Oda, Koki: Estimation of location-dependent fundamental diagram based on probe vehicle data and sparse modeling, AY2022
Fujikawa, Yoshiki: Optimization method for dynamic congestion pricing with deep reinforcement learning, AY2022
Komatsu, Yuta: Equilibrium analysis of rural transportation system with ride sourcing services, AY2022
Kanamori, Yuki: Short-term future prediction of diverging ratio on road network without OD information by machine learning, AY2021
Maruyama, Ryota: Multi-objective optimization of shared autonomous vehicle system: Integration with BRT and user optimal assignment, AY2021
Fumiyama, So*: Traffic state estimation method using Link Transmission Model and mobile sensing, AY2020