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J-GLOBAL ID：202401015658900652   Update date: Nov. 18, 2024

Hirono Yuji

ヒロノ ユウジ | Hirono Yuji
Affiliation and department：
Osaka University Graduate School of Science Department of Physics

About Osaka University Graduate School of Science Department of Physics


Job title： Assistant professor
Other affiliations (1)：
  • JST さきがけ [未来数理科学] 未来を予測し制御するための数理を活用した新しい科学の探索  兼任研究員
Homepage URL  (1)： https://sites.google.com/site/yujihironooo
Research field  (3)： Theoretical studies related to particle-, nuclear-, cosmic ray and astro-physics ,  Biophysics ,  Intelligent informatics
Research keywords  (5)： 場の量子論 ,  非平衡物理 ,  機械学習 ,  システム生物学 ,  制御理論
Research theme for competitive and other funds  (6)：
  • 2024 - 2028 トポロジカル制御理論の確立
  • 2022 - 2027 Foundation of "Machine Learning Physics" --- Revolutionary Transformation of Fundame ntal Physics by A New Field Integrating Machine Learning and Physics
  • 2022 - 2027 Approach from topological geometry toward machine learning
  • 2024 - 2026 ネットワーク・トポロジーを利用した生化学反応系のロバスト制御解析
  • 2020 - 2023 Symmetry principles for novel quantum phases
Show all
Papers (42)：
  • Koji Hashimoto, Yuji Hirono, Jun Maeda, Jojiro Totsuka-Yoshinaka. Neural network representation of quantum systems. Machine Learning: Science and Technology. 2024. 5. 4. 045039-045039
  • Yuji Hirono, Akinori Tanaka, Kenji Fukushima. Understanding Diffusion Models by Feynman's Path Integral. Proceedings of the 41st International Conference on Machine Learning (ICML). 2024
  • Koji Hashimoto, Yuji Hirono, Akiyoshi Sannai. Unification of Symmetries Inside Neural Networks: Transformer, Feedforward and Neural ODE. Machine Learning: Science and Technology. 2024
  • Lata Thakur, Yuji Hirono. Quarkonium spectral functions in a bulk viscous quark-gluon plasma. IL NUOVO CIMENTO C. 2024. 47
  • Yuji Hirono, Minyoung You, Stephen Angus, Gil Young Cho. A symmetry principle for gauge theories with fractons. SciPost Physics. 2024. 16. 2
ｍore...
MISC (3)：
  • 広野 雄士. 海外通信(VOL 1)韓国・APCTPでの研究について. 原子核研究 / 原子核研究編集委員会 編. 2023. 68. 1. 1-4
  • 広野 雄士. 高次対称性とクォーク・ハドロン連続性 : 若手奨励賞. 原子核研究 / 原子核研究編集委員会 編. 2021. 66. 1. 31-43
  • 広野 雄士. 非平衡系の場の理論 : 量子異常と流体力学-特集 発展する場の理論 : 新時代の物理と数理を探る. 数理科学. 2017. 55. 11. 34-40
Education (3)：
  • - 2014 The University of Tokyo Graduate School of Science Department of Physics
  • - 2011 The University of Tokyo Graduate School of Science Department of Physics
  • - 2009 The University of Tokyo Faculty of Science Department of Physics
Professional career (3)：
  • Bachelor (The University of Tokyo)
  • Master (The University of Tokyo)
  • Ph. D (The University of Tokyo)
Work history (6)：
  • 2024/04 - 現在 Osaka University Graduate School of Science, Department of Physics
  • 2024/10 - 2028/03 国立研究開発法人 科学技術振興機構 さきがけ研究者
  • 2023/06 - 2024/03 Kyoto University Graduate School of Science Division of Physics and Astronomy
  • 2018/09 - 2023/05 Asia Pacific Center for Theoretical Physics Junior Research Group Leader
  • 2016/04 - 2018/08 Brookhaven National Laboratory Physics Department
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Awards (1)：
  • 2021/03 - 日本物理学会 若手奨励賞
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