Affiliation: Waseda University, Faculty of Science and Engineering
Graduate School of Advanced Science and Engineering
Department of Electrical Engineering and Bioscience, Master's student (second year)
Systems Control Laboratory (Yasuaki Wasa Laboratory)
JST ACT-X Researcher
Office: Building 62W, 2nd Floor, Room 11
Address: 3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan
E-mail: junseiito0625 [at] gmail.com
github / google scholar / linkedin / orcid / qiita / researchmap / facebook
vision.
Exploring the principles of intelligence and control under structural constraints in physical systems.
My research lies at the intersection of systems and control theory, information science, and physics. Physical systems carry structural constraints on observation, information, and actuation. In my view, these constraints are not merely technical obstacles but fundamental conditions that shape what estimation, learning, and control can achieve.
From this perspective, my work seeks to integrate the universal laws and interaction structures of physics with the data-driven learning and estimation capabilities of information science, within the framework of systems and control theory. Of particular interest are principles of intelligence and control that remain effective under structural constraints. I am also interested in cybernetics and emergence, where adaptive and ordered behavior arises through local interactions and information network structures, and my aim is to understand how such behavior can be characterized and designed.
biography.
Master's Program in Electrical Engineering and Bioscience
Master's thesis: TBD
Supervisor: Assoc. Prof. Yasuaki Wasa
Department of Electrical Engineering and Bioscience
Bachelor of Engineering
Bachelor's thesis: "Data-Driven Adaptive PID Gain Optimization Using Physics-Based Deep Learning and Automatic Differentiation"
Supervisor: Assoc. Prof. Yasuaki Wasa
grants.
Japan Science and Technology Agency, Strategic Basic Research Programs ACT-X
Research Area: Mathematical and Information Science Innovation for Next-Generation AI
Budget: 4,500,000 JPY + monthly salary
Grant Number: JPMJAX25C3
links: Waseda University press release, JST ACT-X project page, JST AIP researcher list, Japan Research
scholarships & travel grants.
Waseda University
Budget: 165,000 JPY
professional memberships.
The Japanese Society for Artificial Intelligence (JSAI)
IEEE Control Systems Society
committee service.
experience.
Research Activities
Research on pulse optimization for superconducting quantum computers using JAX, and quantum gate operation optimization using automatic differentiation.
Industry Experience
Researcher
Quantum computing software development.