Scholar
Yoshinobu Kawahara
Google Scholar ID: B8sRETUAAAAJ
The University of Osaka & RIKEN Center for Advanced Intelligence Project
Machine Learning
Dynamical Systems
Nonlinear Dynamics
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Citations & Impact
All-time
Citations
3,006
H-index
24
i10-index
53
Publications
20
Co-authors
65
list available
Contact
Twitter
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Publications
7 items
Physics-inspired transformer quantum states via latent imaginary-time evolution
2026
Cited
0
Dualformer: Time-Frequency Dual Domain Learning for Long-term Time Series Forecasting
2026
Cited
0
Data-driven simulator of multi-animal behavior with unknown dynamics via offline and online reinforcement learning
2025
Cited
0
Wavy Transformer
2025
Cited
0
Explorative Curriculum Learning for Strongly Correlated Electron Systems
2025
Cited
0
Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators
2025
Cited
0
Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces
Nonlinearity · 2024
Cited
13
Resume (English only)
Academic Achievements
2011 Best Paper Award, The Japanese Society for Artificial Intelligence
NIPS 2014 Outstanding Reviewer Award
IJCNN 2019 Best Student Paper Award
The Young Scientists’ Prize, Commendation for Science and Technology by MEXT, Japan (2020)
35th (2020) Best Paper Award, The Japanese Society of Microscopy
2020 Best Paper Award, Japanese Neural Network Society
ACM SIGSPATIAL GIS 2022 Best Poster Award
Research Experience
Apr 2008 – Sep 2009: Postdoctoral Researcher, Global COE Project, Tokyo Institute of Technology
Oct 2009 – Mar 2013: Assistant Professor, Institute of Scientific and Industrial Research, Osaka University
Oct 2010 – Mar 2014: PRESTO Researcher, Japan Science and Technology Agency (concurrent)
Apr 2013 – Mar 2019: Associate Professor, Institute of Scientific and Industrial Research, Osaka University
Sep 2016 – present: Team Leader, Dynamical Systems Learning Team, RIKEN Center for Advanced Intelligence Project (concurrent)
Apr 2018 – present: Visiting Associate Professor (Visiting Professor since Apr 2019), Graduate School of System Informatics, Kobe University
Apr 2019 – Mar 2023: Professor, Institute of Mathematics for Industry, Kyushu University
Oct 2022 – present: Professor, Graduate School of Information Science and Technology, Osaka University
Former Visiting Research Scientist at Max Planck Institute for Empirical Inference (Tübingen)
Former Visiting Professor at MELODI Lab (led by Prof. J.A. Bilmes), University of Washington
Co-authors
65 total
Takehisa YAIRI
The University of Tokyo, Research Center for Advanced Science and Technology
Naoya Takeishi
UTokyo
Keisuke Fujii
Nagoya University
SHIMIZU Shohei
The University of Osaka (Osaka University), Shiga University & RIKEN
Masahiro Ikeda
The University of Osaka
Isao Ishikawa
Kyoto University
Aapo Hyvärinen
University of Helsinki
Masashi Sugiyama
Director, RIKEN Center for Advanced Intelligence Project / Professor, The University of Tokyo
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