Rchr
J-GLOBAL ID:201801007602100840   Update date: Jan. 30, 2024

Masanobu Inubushi

Masanobu Inubushi
Homepage URL  (1): https://www.rs.tus.ac.jp/~inubushi/
Research field  (2): Applied mathematics and statistics ,  Mathematical physics and basic theory
Research keywords  (4): Fluid Mechanics ,  Dynamical System Theory ,  Machine Learning ,  リザバーコンピューティング
Research theme for competitive and other funds  (6):
  • 2022 - 2027 光多重化によるフォトニックコンピューティングデバイスの変革
  • 2022 - 2027 不安定性に着目した流体力学系の分解とデータ駆動型手法への応用
  • 2020 - 2024 Control of turbulence by additives: principles in terms of the hierarchy of coherent structures
  • 2020 - 2023 Inference of the energy dissipation rate and construction of turbulence model by machine learning
  • 2019 - 2023 Intermittency due to hetero-chaotic property and its inference
Show all
Papers (23):
MISC (24):
Books (2):
  • Reservoir computing : theory, physical implementations, and applications
    Springer 2021 ISBN:9789811316869
  • On the Characteristics and Structures of Dynamical Systems Suitable for Reservoir Computing
    2019
Lectures and oral presentations  (12):
  • Coherently Driven Ultrafast Complex-Valued Photonic Reservoir Computing
    (CLEOR: Conference on Lasers and Electro-Optics 2018)
  • Reservoir Computing Beyond Memory-Nonlinearity Trade-off
    (The 37th Dynamics Days Europe 2017)
  • A numerical study on the role of nonlinearityof activation function in reservoir computing
    (The 36th Dynamics Days Europe 2016)
  • Memory capacity and time scales in delay dynamical systems for reservoir computing
    (The 35th Dynamics Days Europe 2015)
  • Noise-robustness of physical random bit generation
    (The 35th Dynamics Days Europe 2015)
more...
Education (2):
  • 2008 - 2013 Kyoto University Graduate School of Science Division of Mathematics and Mathematical Sciences
  • 2004 - 2008 Tokyo Institute of Technology Department of Mechano-Aerospace Engineering
Professional career (1):
  • 博士(理学) (京都大学)
Work history (5):
  • 2021/04 - 現在 Osaka University Graduate School of Engineering Science Department of Mechanical Science and Bioengineering Division of Nonlinear Mechanics
  • 2021/04 - 現在 Tokyo University of Science Faculty of Science, Division 1 Department of Applied Mathematics
  • 2018/03 - 2021/03 Osaka University Graduate School of Engineering Science Assistant Professor
  • 2013/04 - 2018/02 NTT Communication Science Laboratories, NTT Corporation Researcher
  • 2012/04 - 2013/03 Kyoto University Research Institute for Mathematical Sciences
Committee career (5):
  • 2020/04 - 現在 日本物理学会 領域運営委員(応用数学・流体力学担当)
  • 2019/04 - 現在 日本流体力学会 流体数理OSオーガナイザー
  • 2019/04 - 現在 日本流体力学会 学会誌「ながれ」編集委員
  • 2018/03 - 2018/09 日本流体力学会 年会2018実行委員
  • 2016/06 - 2018/05 電子情報通信学会 会誌編集委員
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page