Research Interests
My research interests are mainly in nonlinear dynamics and its applications.
- Hybrid systems: switched systems, piecewise isometries, billiard systems, etc.
- Many-body dynamics: phase transitions, spatio-temporal chaos, etc.
- Dynamics and computation: deterministic sampling algorithms
- Applications to mathematical modeling: brain and nervous systems, electric power systems, epidemic models, etc.
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News
- [2026-07-29]
H. Yamashita and H. Suzuki,
“Convolutional Formulation of Large-Scale Quadratic Unconstrained Binary Optimization with Dense Interactions”, published in Communications Physics.
- [2023-10-17]
H. Suzuki, J. Tanida, M. Hashimoto (eds),
“Photonic Neural Networks with Spatiotemporal Dynamics”, published by Springer (open-access book).
- [2023-08-07]
H. Yamashita et al.,
“Low-rank combinatorial optimization and statistical learning by spatial photonic Ising machine”, published in Physical Review Letters.
- [2022-11-24] Received the 2022 Osaka University Prize.
- [2021-01-04]
M. Nakagawa et al.,
“Spatiotemporal model for FRET networks with multiple donors and acceptors: multicomponent exponential decay derived from the master equation”, published in Journal of the Optical Society of America B.
- [2018-09-04] M. Okudo, H. Suzuki,
“Hamiltonian Monte Carlo with explicit, reversible, and volume-preserving adaptive step size control”
(JSIAM Letters, 2017), received the 2018 Paper Award from the Japan Society for Industrial and Applied Mathematics (JSIAM).
- [2017-11-08] S. Saito, D. P. Mandic, H. Suzuki,
“Hypergraph p-Laplacian: a differential geometry view”, accepted for AAAI 2018.
- [2016-05-26]
B. Wang, H. Suzuki, K. Aihara,
“Enhancing synchronization stability in a multi-area power grid”, published in Scientific Reports.
- [2016-04-01]
Moved to Osaka University.
>>Past news
Address:
Graduate School of Information Science and Technology, Osaka University
1-5 Yamada-oka, Suita, Osaka 565-0871, Japan.
Email: 