Operator Learning Based on Geometric Classical Field Theory and Infinite Dimensional Data Science
Operator Learning Based on Geometric Classical Field Theory and Infinite Dimensional Data Science

Members

Yaguchi Group

Principal Investigator

Takaharu Yaguchi

Professor
  • Department of Mathematics, Graduate School of Science, Kobe University
  • Team Director, RIKEN AIP.

Takaharu Yaguchi's Web Page

Fields of Expertise:

Computational physics & machine learning, Scientific Machine Learning, Geometric discrete mechanics, Numerical analysis.

Takaharu Yaguchi

Group Members

Yuji Nakatsukasa Associate Professor Oxford University Mathematical Institute
Nobuki Takayama Professor Graduate School of Science, Kobe University
Mizuka Komatsu Assistant Professor Graduate School of System Informatics, Kobe University
Baige Xu PhD Student Kobe University
Tomoya Shimizu PhD Student Kobe University
Yusuke Tanaka Senior Research Scientist NTT Communication Science Laboratories
Yuka Hashimoto Distinguished Researcher NTT Network Service Systems Laboratories
Xiaocheng Shang Associate Professor in Mathematical Optimisation and Data Science University of Birmingham
Rin Irie Researcher NTT Space Environment and Energy Laboratories
Sølve Eidnes Senior Research Scientist SINTEF DigitalMathematics and Cybernetics
Shen Chong Master Student Kobe University
Yeang Makara Master Student Kobe University
Dehami Kiryu Master Student Kobe University
Atsushi Takabatake Master Student Kobe University

Yoshimura Group

Research representatives

Hiroaki Yoshimura

Professor
  • Faculty of Science and Engineering, Waseda University

Department of Applied Mechanics and Aerospace Engineering, School of Fundamental Science and Engineering, Waseda University

Fields of Expertise:

Applied mathematics, Mathematical physics, Machine learning.

Hiroaki Yoshimura

Group Members

François Gay-Balmaz Associate Professor Nanyang Technological University, School of Physical & Mathematical Sciences
Peng Linyu Associate Professor Keio University, Faculty of Science and Technology
Takahiro Ushioku Assistant Professor Waseda University, Faculty of Science and Engineering
Giannetti Niccolo Assistant Professor Waseda Institute for Advanced Study (WIAS)
Yuuki Fujihara Doctoral Student Waseda University
Kenshin Okuwaki Master Student Waseda University
Masahito Watanebe Designated Assistant professor Nagoya University, Graduate School of Engineering, Aerospace Engineering

Matsubara Group

Research representatives

Takashi Matsubara

Professor
  • Faculty of Information Science and Technology Hokkaido University

Structured Artificial Intelligence Lab., Research Group of Mathematical Science, Division of Computer Science and Information Technology, Faculty of Information Science and Technology, Hokkaido University

Fields of Expertise:

Geometric deep learning, AI for Science, SciML, Trustworthy AI, Generative AI.

Takashi Matsubara

Group Members

Ryo Akagi Master Student Osaka University
Razmik Arman Khosrovian Master Student Osaka University
Masato Hirata Master Student Hokkaido University
Shoki Mitsui Master Student Hokkaido University
Reiho Li Master Student Hokkaido University

Omori Group

Research representatives

Toshiaki Omori

Associate Professor
  • Department of Electrical and Electronic Engineering,Graduate School of Engineering,Kobe University
  • Project Leader, Neural Circuit Simulation, Advanced Fusion Research Institute.

https://www2.kobe-u.ac.jp/~omoritos/index-E.html

Fields of Expertise:

Intelligent informatics, Brain‑inspired AI, Computational neuroscience, Data‑driven science & technology, Stochastic information processing, Applied mathematics.

Toshiaki Omori

Group Members

Hiroaki Inoue Assistant Professor Department of Electrical and Electronic Engineering,Graduate School of Engineering,Kobe University
Koshin Hagimoto Master Student Kobe University
Teng Kato Master Student Kobe University
Waka Honnishi Master Student Kobe University
Haruna Ishibashi Bachelor Student Kobe University
Atsuya Matsumoto Bachelor Student Kobe University
Kazuaki Shimada Bachelor Student Kobe University
Akikiyo Tomami Bachelor Student Kobe University
Ryugo Kagawa Master Student Kobe University
Daiho Fukumoto Master Student Kobe University