Rchr
J-GLOBAL ID：201901009316217217   Update date: Jul. 25, 2023

Takeuchi Hiroshi

タケウチ ヒロシ | Takeuchi Hiroshi
Affiliation and department：
Shiga University Data Science and AI Innovation Research Promotion Center

About Shiga University Data Science and AI Innovation Research Promotion Center


Job title： Assistant professor
Research field  (2)： Applied mathematics and statistics ,  Basic mathematics
Research theme for competitive and other funds  (6)：
  • 2019 - 2025 Development of a new method for data science via the fusion of dynamical systems and computational topology
  • 2022 - 2024 データサイエンス課題解決
  • 2022 - 2023 NTTデータ共同研究
  • 2020 - 2023 イオン電導度予測手法の開発
  • 2020 - 2021 地下燃料タンク内在庫量変化に関する異常検知および異常原因の類別手法の開発
Show all
Papers (3)：
  • H. Takeuchi. The persistent homology of a sampled map: from a viewpoint of quiver representations. Journal of Applied and Computational Topology. 2021
  • H. Asashiba, E.G. Escolar, Y. Hiraoka, H. Takeuchi. Matrix method for persistence modules on commutative ladders of finite type. Japan Journal of Industrial and Applied Mathematics. 2019. 36. 97-130
  • M. Saadatfar, H. Takeuchi, V. Robins, N. Francois, Y. Hiraoka. Pore configuration landscape of granular crystallization. Nature Communications. 2017. 8. 15082
Books (1)：
  • Computational Topology: An Introduction
    KYORITSU SHUPPAN CO., LTD. 2023 ISBN:4320114949
Lectures and oral presentations  (39)：
  • Betti曲線による電池素材性能の特徴量探索
    (岡山応用数学セミナー 2023)
  • かたちのデータマイニング
    (数学と現象 in 長瀞 2023)
  • Anomaly detection for fuel tank stock data
    (Hikone Data Science 2021: International Symposium on Causal Inference and Machine Learning 2021)
  • The persistent homology of a sampled map: on failed reconstructions
    (Asia Pacific Seminar on Applied Topology and Geometry 2021)
  • Topology of granular materials
    (84th Data Science Seminar 2020)
ｍore...
Works (1)：
  • pdsm (persistence diagrams of sampled maps)
    Hiroshi Takeuchi 2020 - 現在
Education (1)：
  • 2016 - 2019 Tohoku University Graduate School of Science
Professional career (1)：
  • 博士(理学) (東北大学)
Work history (3)：
  • 2022/04 - 現在 Shiga University Data Science and AI Innovation Research Promotion Center Assistant Professor
  • 2020/04 - 2022/03 Shiga University The Center for Data Science Education and Research Assistant Professor
  • 2019/04 - 2020/03 Chubu University Academy of Emerging Sciences Researcher
Committee career (1)：
  • 2022/09 - 2023/04 Nonlinear Theory and Its Applications (NOLTA), IEICE Guest Associate Editor of the Special Section "Special Section on Topological Data Analysis"
Association Membership(s) (1)：
THE MATHEMATICAL SOCIETY OF JAPAN
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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