Mizuno Yuta

ミズノユウタ | Mizuno Yuta

Affiliation and department：
Job title： Assistant Professor
Other affiliations (2)：

Hokkaido University Graduate School of Chemical Sciences and Engineering Assistant Professor
Hokkaido University Institute for Chemical Reaction Design and Discovery (WPI-ICReDD) Assistant Professor

Homepage URL (2)： http://mlns.es.hokudai.ac.jp/ , http://mlns.es.hokudai.ac.jp/?lang=en

Research field (2)： Basic physical chemistry , Bio-, chemical, and soft-matter physics

Research keywords (8)： Theoretical Chemistry , Chemical Dynamics , Chemical Kinetics , Chemical Reaction Networks , Dynamical Systems , Optimization , Quantum Computer , Ising Machine

Research theme for competitive and other funds (8)：

2024 - 2028 Quantum Computing for Operator-Theoretic Analysis of Dynamical Systems
2022 - 2024 Feasibility study of a framework for non-linear chemical reaction kinetics based on the Koopman operator theory and quantum computing
2021 - 2024 Acceleration of the Development of Organic Reactions Based on the Fusion of Automatic Synthesis Robots and Information Science
2020 - 2024 Quantum Computing for Discrete Chemical Reaction Theory
2020 - 2024 Development of automated methods for generating chemical reaction networks based on phase space geometry

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Papers (12)：

Ryoya Igata, Myonsok I., Yuya Seki, Yuta Mizuno, Shohei Watabe. Can Constrained Quantum Annealing Be Effective in Noisy Quantum Annealers?. arXiv. 2024
Mohammad Ali, Yuta Mizuno, Seiji Akiyama, Yuuya Nagata, Tamiki Komatsuzaki. Enumeration Approach to Atom-to-Atom Mapping Accelerated by Ising Computing. ChemRxiv. 2024
Ryoichi Tanaka, Yuta Mizuno, Takuro Tsutsumi, Mikito Toda, Tetsuya Taketsugu, Tamiki Komatsuzaki. Low-dimensional projection of reactivity classes in chemical reaction dynamics using supervised dimensionality reduction. The Journal of Chemical Physics. 2024. 161. 15. 154103
Yuta Mizuno, Tamiki Komatsuzaki. Quantum algorithm for dynamic mode decomposition integrated with a quantum differential equation solver. Physical Review Research. 2024. 6. 4. 043031
Yuta Mizuno, Tamiki Komatsuzaki. Finding optimal pathways in chemical reaction networks using Ising machines. Physical Review Research. 2024. 6. 1. 013115

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MISC (6)：

Ryoichi Tanaka, Yuta Mizuno, Takuro Tsutsumi, Mikito Toda, Tetsuya Taketsugu, Tamiki Komatsuzaki. Low-Dimensional Projection of Reactive Islands in Chemical Reaction Dynamics Using a Supervised Dimensionality Reduction Method. arXiv. 2024
Yuta Mizuno. Chemical Reaction Network Analysis with Quantum Annealing. Frontier, Journal of the Japan Society of Theoretical Chemistry. 2022. 4. 4. 201-211
Ryoya Kondo, Yuta Mizuno, Tamiki Komatsuzaki. Raman Spectroscopic Histology Combining Raman Spectroscopy with Data Science. Frontier, Journal of the Japan Society of Theoretical Chemistry. 2022. 4. 3. 130-138
Yuta Mizuno, Tamiki Komatsuzaki. A Note on Enumeration by Fair Sampling. 2021
Yuta Mizuno. Envisioning the Future : Lessons from "AI no Idenshi":2.11. Imagine and Create a Future Society Where Everyone Does Science. IPSJ Magazine. 2019. 61. 1. 58-61

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Patents (2)：

エネルギー取引支援装置及びエネルギー取引支援方法
電力管理システム、及び電力管理方法

Lectures and oral presentations (12)：

Quantum Computing for Complex Chemical Systems Analysis
(The 8th Japan-Czech-Slovakia (JCS) International Symposium on Theoretical Chemistry 2024)
Quantum and Ising computing for complex chemical reaction systems analysis toward understanding living systems
(The 6th Annual Meeting of Quantum Life Science Society 2024)
Quantum Computing for Discrete Chemical Reaction Theory
(Hokudai-NYCU Joint Workshop on Applied Mathematics 2024)
Quantum Computing for Discrete Chemical Reaction Theory
(FY2023 Public Symposium of JST PRESTO Quantum Software Area 2024)
Enumerating all optimal solutions in combinatorial optimization using Ising machines
(Adiabatic Quantum Computing Conference 2023 (AQC23) 2023)

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Education (4)：

2015 - 2018 The University of Tokyo Graduate School of Arts and Sciences Department of Basic Science Ph.D. course
2013 - 2015 The University of Tokyo Graduate School of Arts and Sciences Department of Basic Science Master course
2011 - 2013 The University of Tokyo College of Arts and Sciences Senior Division Department of Basic Science Mathematical Science Course
2009 - 2011 The University of Tokyo College of Arts and Sciences Junior Division Natural Sciences I

Professional career (1)：

Ph.D. (The University of Tokyo)

Work history (7)：

2019/08 - 現在 Hokkaido University Graduate School of Chemical Sciences and Engineering Assistant Professor (concurrent)
2019/08 - 現在 Hokkaido University Institute for Chemical Reaction Design and Discovery Assistant Professor (concurrent)
2019/08 - 現在 Hokkaido University Research Institute for Electronic Science Research Center of Mathematics for Social Creativity Assistant Professor
2020/11 - 2022/03 Japan Science and Technology Agency PRESTO Researcher (Concurrent)
2019/04 - 2019/07 Hokkaido University Institute for Chemical Reaction Design and Discovery Postdoctoral Fellow

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Committee career (3)：

2023/10 - 現在 Japan Society for Theoretical Chemistry Editorial Board Member of "Frontier"
2023/10 - 2024/08 24th Asia Quantum Information Science Conference (AQIS'24) Organizing Committee
2020/10 - 2021/09 Japan Society for Molecular Science 15th Annual Meeting of Japan Society for Molecular Science Organizing Committee

Awards (2)：

2017/11 - Japan Society for Molecular Science Best Poster Awards at the Annual Meeting of the Japan Society for Molecular Science
2015/06 - Japan Society of Theoretical Chemistry Best Presentation Awards at the Annual Meeting of the Japan Society of Theoretical Chemistry

Association Membership(s) (4)：

THE CHEMICAL SOCIETY OF JAPAN , JAPAN SOCIETY OF THEORETICAL CHEMISTRY , JAPAN SOCIETY FOR MOLECULAR SCIENCE , THE PHYSICAL SOCIETY OF JAPAN

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