English
Junsei Ito
Affiliation
Waseda University, Faculty of Science and Engineering
Graduate School of Advanced Science and Engineering
Department of Electrical Engineering and Bioscience, Master's Student (1st Year)
Systems Control Laboratory (Wasa Lab)
Graduate School of Advanced Science and Engineering
Department of Electrical Engineering and Bioscience, Master's Student (1st Year)
Systems Control Laboratory (Wasa Lab)
Office
Building 62W, 2nd Floor, Room 11
Address
3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan
E-mail
junseiito0625 [at] gmail.com
I am engaged in interdisciplinary research combining Control Theory × Information Science × Physics, centered on systems control theory. For the essential constraints of physical systems such as partial observability and uncertainty, I explore new solutions by integrating the universal laws provided by Physics with the data-driven learning and estimation capabilities enabled by Information Science within the framework of control theory.
Keywords (including recent interests): Systems Control Theory, Physics-Informed Neural Networks, Diffusion Models, Physical AI, Sim2Real, Active Matter, Information Thermodynamics
Education
Apr 2025 - Present | Waseda University, Graduate School of Advanced Science and Engineering
Master's Program in Electrical Engineering and Bioscience
Supervisor: Prof. Yasuaki Wasa
Apr 2021 - Mar 2025 | Waseda University, School of Advanced Science and Engineering
Bachelor of Engineering
Bachelor's Thesis: "Data-Driven Adaptive PID Gain Optimization Using Physics-Based Deep Learning and Automatic Differentiation"
Supervisor: Prof. Yasuaki Wasa
Grants
JST ACT-X "Development of Sim2Real Transfer Methods under Partial Observation" (Principal Investigator)
Japan Science and Technology Agency, Strategic Basic Research Programs ACT-X
Research Area: Mathematical and Information Science Innovation for Next-Generation AI
Period: October 2025 - March 2028 (planned)
Budget: 4,500,000 JPY (direct costs)
Research Area: Mathematical and Information Science Innovation for Next-Generation AI
Period: October 2025 - March 2028 (planned)
Budget: 4,500,000 JPY (direct costs)
Professional Memberships
Experience
Research Activities
- Osaka University QIQB Quantum Software Study Group - Excellence Award & Special Selection (June 2023 - March 2024)
Selected among top 7 students out of 93 participants for special group work, being the youngest participant (3rd-year undergraduate) - Short-term Research Stay at Osaka University, Prof. Kosuke Mitarai's Laboratory (March 2024)
Research on pulse optimization for superconducting quantum computers using JAX, quantum gate operation optimization using automatic differentiation
Industry Experience
- QunaSys Inc. (March 2024 - Present)
Quantum computing software development - SmartTrade Inc. (November 2023 - Present)
Time-series prediction model development for financial market data
Teaching Activities
- Teaching Assistant (TA)
- Electrical Engineering and Bioscience Laboratory B (2024, 2025)
- Systems Analysis (2024)