Boltzmann statue, Vienna · October 2026
I have a background spanning both information science and physics. After leaving the Faculty of Environment and Information Studies at Keio University, I transferred into the third year of the Department of Physics at Hokkaido University, and later entered the Graduate School of Science at Kyoto University, where I am currently pursuing my Ph.D. in the Nonlinear Dynamics Lab under the supervision of Prof. Andreas Dechant.
My research focuses on constrained optimization problems arising in nonequilibrium systems, using tools from stochastic processes, information theory, and deep neural networks. Especially, I am interested in adaptive systems that acquire, process, and lose information through learning. My main motivation is to understand these processes as nonequilibrium phenomena and to develop a physical description of how information is accumulated, retained, and dissipated during learning.
news
| Nov 1, 2026 | Regarding the current paper, I will give a presentation on December 3rd, at the Yokoi lab in NINJAL. You can register to attend the seminar in the website but it’ll be in Japanese. |
| Oct 29, 2026 | Attendeding the 2nd Research Group Meeting of “Dynamical Material Science” and gave a presentation entitled ‘Speed limit for information acquisition in stochastic learning dynamics’. |
| Oct 27, 2026 | Attended the 29th Information-Based Induction Sciences Workshop (IBIS2026) held at Sonic city in Saitama and gave a poster presentation entitled “Fisher-information Flow Speed Limits in Stochastic Gradient Descent”. |
| Sep 29, 2026 | Visiting Aspelmeyer Group in Universität Wien and Stefan Rotter’s Group in TU Wien until October 7. |
| Sep 23, 2026 | Attended the Workshop on “Non-Equilibrium Physics of Non-Conservative Forces 2026” held at Universität Stuttgart and gave a presentation entitled “Speed Limit for Information Acquisition in Stochastic Learning Dynamics”. |