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 (7):
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
2019 - 2024 Social Application Based on Mathematical Models and Hardware Algorithms
2021 - 2022 Theoretical feasibility study on the application of quantum computers to chemical kinetics
2017 - 2019 Phase space structure design of chemical dynamical systems by graph theoretic approach and its application to reaction control theory
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Papers (8):
Yuta Mizuno, Tamiki Komatsuzaki. Finding optimal pathways in chemical reaction networks using Ising machines. Physical Review Research. 2024. 6. 1. 013115
Hiroshi Uchigaito, Mamoru Okamoto, Gleb Astashkin, Yuki Furubayashi, Norihiro Obata, Thantip Krasienapibal, Hiroshi Teramoto, Yuta Mizuno, Masato Kobayashi, Atsuyoshi Nakamura, et al. Multi-Objective Spatiotemporal Optimization of Transportation and Power Management by Using Multiple Electric Vehicles in Nanogrid Networks. 2021 IEEE Electrical Power and Energy Conference (EPEC). 2021. 1-8
Yuta Mizuno, Mikoto Takigawa, Saki Miyashita, Yutaka Nagahata, Hiroshi Teramoto, Tamiki Komatsuzaki. An Algorithm for Computing Phase Space Structures in Chemical Reaction Dynamics Using Voronoi Tessellation. Physica D: Nonlinear Phenomena. 2021. 428. 133047
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, Tamiki Komatsuzaki. A Quantum Algorithm for Dynamic Mode Decomposition Integrated with a Quantum Differential Equation Solver. arXiv. 2023
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
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)