Rchr
J-GLOBAL ID:201801007602100840   Update date: Aug. 10, 2021

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
Papers (20):
  • Masanobu Inubushi, Susumu Goto. Transfer learning for nonlinear dynamics and its application to fluid turbulence. Physical Review E. 2020. 102. 4
  • Takumi Yokosaka, Masanobu Inubushi Scinob, Kuroki Junji Watanabe. Frequency of Switching Touching Mode Reflects Tactile Preference Judgment. Scientific Reports. 2020. 10. 3022. 1-16
  • Masanobu Inubushi. Unpredictability and robustness of chaotic dynamics for physical random number generation. Chaos: An Interdisciplinary Journal of Nonlinear Science. 2019. 29. 3. 033133-033133
  • Masanobu Inubushi, Susumu Goto. Transferring Reservoir Computing: Formulation and Application to Fluid Physics. Lecture Notes in Computer Science. 2019. 193-199
  • K. Takano, C. Sugano, M. Inubushi, K. Yoshimura, S. Sunada, K. Kanno, A. Uchida. Compact reservoir computing with a photonic integrated circuit. Optics Express. 2018. 26. 22. 29424-29439
more...
MISC (24):
Books (1):
  • 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 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
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