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
- [2023-10-17]
Open access book H. Suzuki, J. Tanida, M. Hashimoto (eds):
“Photonic Neural Networks with Spatiotemporal Dynamics”
has been published from Springer.
- [2023-08-07]
H. Yamashita et al.:
“Low-rank combinatorial optimization and statistical learning by spatial photonic Ising machine”
(Physical Review Letters 131, 063801) has been published.
- [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”
(Journal of the Optical Society of America B 38, 294) has been published.
- [2018-09-04] M. Okudo, H. Suzuki:
“Hamiltonian Monte Carlo with explicit, reversible, and volume-preserving adaptive step size control”
(JSIAM Letters 9, 33, 2017)
received 2018 Paper Award from the Japan Society for Industrial and Applied Mathematics (JSIAM).
- [2018-01-23]
Our department is inviting applications for an assistant professor position. Details (PDF) Closed.
- [2017-11-08] S. Saito, D. P. Mandic, H. Suzuki:
“Hypergraph p-Laplacian: a differential geometry view”
has been accepted at AAAI 2018.
- [2016-05-26]
B. Wang, H. Suzuki, K. Aihara:
“Enhancing synchronization stability in a multi-area power grid”
(Scientific Reports 6, 26596)
has been published.
- [2016-04-01]
Moved to Osaka University.
- [2016-03-03]
C. I. Tajima, S. Tajima, K. Koida, H. Komatsu, K. Aihara, H. Suzuki:
“Population code dynamics in categorical perception”
(Scientific Reports 6, 22536)
has been published.
- [2015-11-05]
S. Sato, T. Matsuo, H. Suzuki, D. Furihata:
“A Lyapunov-type theorem for dissipative numerical integrators with adaptive time-stepping”
(SIAM J. Numerical Analysis 53, 2505) has been published online.
- [2015-01-29]
A brief note H. Suzuki:
“Chaotic Boltzmann machines with two elements” (arXiv:1501.07039)
has been uploaded.
- [2014-09-16]
B. Wang, G. Tanaka, H. Suzuki, K. Aihara:
“Epidemic spread on interconnected metapopulation networks” (Physical Review E 90, 032806)
has been published.
- [2013-11-27]
H. Suzuki:
“Monte Carlo simulation of classical spin models with chaotic billiards” (Physical Review E 88, 052144)
has been published.
- [2013-10-01]
Moved to Department of Mathematical Informatics, Graduate School of Information Science and Technology.
- [2013-08-14]
B. Wang, H. Suzuki, K. Aihara:
“Evaluating Roles of Nodes in Optimal Allocation of Vaccines with Economic Considerations” (PLoS ONE 8, e70793)
has been published.
- [2013-08-03]
Preprint H. Suzuki:
“Monte Carlo simulation of classical spin models with chaotic billiards” (arXiv:1308.0660)
has been uploaded.
- [2013-04-05]
H. Suzuki, J. Imura, Y. Horio, K. Aihara:
“Chaotic Boltzmann machines” (Scientific Reports 3, 1610)
has been published.
- [2013-01-24]
H. Suzuki, J. Imura, K. Aihara:
“Chaotic Ising-like dynamics in traffic signals”
(Scientific Reports 3, 1127)
has been published.
Address:
Graduate School of Information Science and Technology, Osaka University
1-5 Yamada-oka, Suita, Osaka 565-0871, Japan.
Email: