CV

Experience

2023-now

Lecturer

Department of Advanced Interdisciplinary Studies, The Graduate School of Engineering, UTokyo
Research Center for Advanced Science and Technology, UTokyo
2020-2025

Visiting Scientist

Structured Learning Team, RIKEN Center for Advanced Intelligence Project
2020-2023

Postdoctral Researcher

Data Mining and Machine Learning Group, Haute école de gestion de Genève, Haute école spécialisée de Suisse occidentale (HES-SO)
2018-2020

Postdoctral Researcher

Structured Learning Team, RIKEN Center for Advanced Intelligence Project
2015-2018

Research Fellow (Research Fellowship for Young Scientists DC1)

Japan Society for the Promotion of Science (working at UTokyo)

Education

2018
Ph.D. in Engineering

Department of Aeronautics and Astronautics, School of Engineering, UTokyo
- Supervised by Prof. Takehisa Yairi
- Dissertation: Data-driven analysis of dynamical systems based on the Koopman operator: A machine learning perspective
2015

Master of Engineering

Department of Aeronautics and Astronautics, School of Engineering, UTokyo
2013

Bachelor of Engineering

Department of Aeronautics and Astronautics, Faculty of Engineering, UTokyo

Grants

JSPS KAKENHI
- Grant-in-Aid for Transformative Research Areas (B) (PI) "Data-Driven Inference"
- JP24K01110, Grant-in-Aid for Scientific Research (B) (Co-I)
- JP20K19869, Grant-in-Aid for Early-Career Scientists (PI)
- JP19K21550, Grant-in-Aid for Research Activity Start-up (PI)
- JP15J09172, Grant-in-Aid for JSPS Fellows (PI)
Others
- JPMJPR24T6, JST PRESTO R&D Process Innovation

Contributions

Serving regularly as a reviewer for AAAI, AISTATS, ICLR, ICML, IJCAI, NeurIPS
Serving irregularly as a reviewer for conferences such as ACC, CDC, ECMLPKDD, ICRA, IROS, ISWC, MTNS
Serving as a member of the editorial board of the journal Machine Learning: Science and Technology (MLST) (2024-now)
Serving as a member of the editorial board of the Japan Society for Artificial Intelligence (2022-now); served also as a member of the student editorial board of JSAI (2015-2018)
Served as a reviewer for journals such as Acta Astronautica, Advances in Space Research, Applied Intelligence, Automatica, Computer Physics Communications, IEEE Control Systems Letters, IEEE Robotics and Automation Letters, International Journal for Numerical Methods in Engineering, International Journal of Electrical Power and Energy Systems, Journal of Computational and Applied Mathematics, Journal of Computational Physics, Journal of Guidance, Control, and Dynamics, Journal of Machine Learning Research, Journal of the Franklin Institute, Journal of the Royal Society Interface, Machine Learning: Science and Technology, Neural Computation, Transactions on Machine Learning Research
Served as a conference program committee member for IBIS 2019
Co-organized the Synergy of Scientific and Machine Learning Modelling (SynS & ML) Workshop at ICML 2023