Rchr
J-GLOBAL ID：202101001248634677   Update date: Nov. 13, 2024

Dantsuji Takao

ダンツジ タカオ | Dantsuji Takao
Affiliation and department：
Monash University

About Monash University


Job title： Research Fellow
Other affiliations (1)：
  • Kanazawa University
Homepage URL  (1)： https://sites.google.com/view/takaodantsuji
Research field  (1)： Civil engineering (planning and transportation)
Research theme for competitive and other funds  (5)：
  • 2023 - 2026 マルチモーダル都市交通システムのためのネットワークデザイン手法開発
  • 2024 - 2025 交通流理論と強化学習による都市交通システム最適化
  • 2021 - 2024 交通流理論と強化学習による都市交通システム最適化
  • 2020 - 2023 Belief Design Approach for Mitigating Traffic Congestion
  • 2018 - 2020 地域間競争と動的渋滞メカニズムを考慮した混雑課金設定に関する理論研究
Papers (13)：
  • Takao Dantsuji, Masaki Nakagawa. Understanding changes in traffic demand during the Tokyo 2020 Olympic and Paralympic Games. Transportation Research Part A: Policy and Practice. 2025
  • Ting Wang, Dong Ngoduy, Guojian Zou, Takao Dantsuji, Zongshi Liu, Ye Li. PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction. Expert Systems with Applications. 2024. 258
  • Ting Wang, Dong Ngoduy, Ye Li, Hao Lyu, Guojian Zou, Takao Dantsuji. Koopman theory meets graph convolutional network: Learning the complex dynamics of non-stationary highway traffic flow for spatiotemporal prediction. Chaos, Solitons & Fractals. 2024. 187. 115437-115437
  • Takao Dantsuji, Yuki Takayama. Hypercongestion, Autonomous Vehicles, and Urban Spatial Structure. Transportation Science. 2024
  • Takao Dantsuji, Kashin Sugishita, Daisuke Fukuda. Understanding changes in travel patterns during the COVID-19 outbreak in the three major metropolitan areas of Japan. Transportation Research Part A: Policy and Practice. 2023. 175. 103762-103762
ｍore...
MISC (1)：
  • Takao Dantsuji, Dong Ngoduy, Ziyuan Pu, Seunghyeon Lee, Hai L. Vu. A hybrid neural network for real-time OD demand calibration under disruptions. 2024
Education (4)：
  • 2016 - 2019 Tokyo Institute of Technology School of Environment and Society
  • 2014 - 2016 Tokyo Institute of Technology
  • 2010 - 2014 Waseda University School of Creative Science and Engineering
  • 2007 - 2010 暁星高等学校
Work history (8)：
  • 2023/05 - 現在 Monash University Research Fellow
  • 2022/12 - 現在 Kanazawa University Cooperative Researcher
  • 2021/04 - 2022/12 Kanazawa University
  • 2019/10 - 2021/03 Tokyo Institute of Technology
  • 2020/07 - 2021/02 The University of Tokyo
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