Job title：
Associate Professor
Research theme for competitive and other funds (2)：
2023 - 2025 Information geometric analysis of chemical reaction networks and its application to machine learning
2018 - 2020 Quantum extension of machine learning algorithms and its applications
Papers (19)：
Toi Sasaki, Hideyuki Miyahara. Quantum natural gradient without monotonicity. Physical Review A. 2024. 110. 2
Tsuyoshi Mizohata, Tetsuya J. Kobayashi, Louis-S. Bouchard, Hideyuki Miyahara. Information geometric bound on general chemical reaction networks. Physical Review E. 2024. 109. 4
Hideyuki Miyahara, Hai Qian, Pavan S. Holur, Vwani Roychowdhury. Emergent invariance and scaling properties in the collective return dynamics of a stock market. PLOS ONE. 2024. 19. 2. e0298789-e0298789
Hideyuki Miyahara, Vwani Roychowdhury. Quantum advantage in variational Bayes inference. Proceedings of the National Academy of Sciences. 2023. 120. 31
Hideyuki Miyahara, Yiyou Chen, Vwani Roychowdhury, Louis-Serge Bouchard. Decoherence mitigation by embedding a logical qubit in a qudit. Quantum Information Processing. 2023. 22. 7
Hideyuki Miyahara, Hyu Yoneki, Vwani Roychowdhury. Vicsek Model Meets DBSCAN: Cluster Phases in the Vicsek Model. 2023
Miyahara Hideyuki, Arita Ryotaro, Ikeda Hiroaki. 27aBG-11 The extension of Two-particle Self-consistent Method to Multi-orbital systems. Meeting Abstracts of the Physical Society of Japan. 2012. 67. 0. 373-373
Miyahara Hideyuki, Arita Ryotaro, Ikeda Hiroaki. 18pFF-17 Analysis of Fe-based superconductors by Two-particle self consistent method. Meeting Abstracts of the Physical Society of Japan. 2012. 67. 0. 460-460
Professional career (1)：
Doctor of Philosophy in the field of Information Science and Technology (The University of Tokyo)
