ホーム > 広野 雄士/ Hirono, Yuji

広野 雄士

Hirono, Yuji

システム情報系 , 准教授
Institute of Systems and Information Engineering , Associate Professor

https://sites.google.com/site/yujihironooo

https://sites.google.com/view/imasl

  1. 1. Self-Similar Inverse Cascade from Generalized Symmetries Yuji Hirono; Kohei Kamada; Naoki Yamamoto; Ryo Yokokura
      Physical Review Letters 136: (2026) Semantic Scholar
  2. 2. An Internal Model Principle for Biochemical Networks: Algebraic and Topological Characterization for Maximal Robust Perfect Adaptation Ankit Gupta; Yuji Hirono; Mustafa Khammash
      IEEE Control Systems 46: 34 (2026) Semantic Scholar
  3. 3. Optimal observables for the chiral magnetic effect from machine learning Yuji Hirono; Kazuki Ikeda; Dmitri E. Kharzeev; Ziyi LiuShuzhe Shi
      Physical Review C 112: (2025) Semantic Scholar
  4. 4. Topological Criterion for Robust Perfect Adaptation of Reaction Fluxes in Biological Networks Hyukpyo Hong; Seokhwan Moon; Yuji Hirono; Jae Kyoung Kim
      iScience 112394 (2025) Semantic Scholar
  5. 5. Rethinking Robust Adaptation: Characterization of Structural Mechanisms for Biochemical Network Robustness through Topological Invariants Yuji Hirono; Ankit Gupta; Mustafa Khammash
      PRX Life 3: (2025) Semantic Scholar
  6. 6. Physics-Inspired Approaches in Generative Diffusion Models Yuji Hirono
      Journal of the Physical Society of Japan 94: (2025) Semantic Scholar
  7. 7. Data-driven discovery of self-similarity using neural networks Ryota Watanabe; Takanori Ishii; Yuji Hirono; Hirokazu Maruoka
      Physical Review E 111: (2025) Semantic Scholar
  8. 8. Neural network representation of quantum systems Koji Hashimoto; Yuji Hirono; Jun Maeda; Jojiro Totsuka-Yoshinaka
      Machine Learning: Science and Technology 5: 045039 (2024) Semantic Scholar
  9. 9. Understanding Diffusion Models by Feynman's Path Integral. Yuji Hirono; Akinori Tanaka; Kenji Fukushima
      Proceedings of the 41st International Conference on Machine Learning (ICML) (2024) Semantic Scholar
  10. 10. Unification of Symmetries Inside Neural Networks: Transformer, Feedforward and Neural ODE Koji Hashimoto; Yuji Hirono; Akiyoshi Sannai
      Machine Learning: Science and Technology (2024) Semantic Scholar
  11. 11. Quarkonium spectral functions in a bulk viscous quark-gluon plasma Lata Thakur; Yuji Hirono
      IL NUOVO CIMENTO C 47: (2024)
  12. 12. A symmetry principle for gauge theories with fractons Yuji Hirono; Minyoung You; Stephen Angus; Gil Young Cho
      SciPost Physics 16: (2024) Semantic Scholar
  13. 13. Squeezing Stationary Distributions of Stochastic Chemical Reaction Systems Yuji Hirono; Ryo Hanai
      Journal of Statistical Physics 190: (2023) Semantic Scholar
  14. 14. Quarkonium in a bulk viscous QGP medium Lata Thakur; Yuji Hirono; Najmul Haque
      Suplemento de la Revista Mexicana de Física 3: (2022) Semantic Scholar
  15. 15. Effective field theories for gapless phases with fractons via a coset construction Yuji Hirono; Yong Hui Qi
      Physical Review B 105: (2022) Semantic Scholar
  16. 16. Spectral functions of heavy quarkonia in a bulk-viscous quark gluon plasma Lata Thakur; Yuji Hirono
      Journal of High Energy Physics 2022: (2022) Semantic Scholar
  17. 17. Structural reduction of chemical reaction networks based on topology Yuji Hirono; Takashi Okada; Hiroyasu Miyazaki; Yoshimasa Hidaka
      Physical Review Research 3: (2021) Semantic Scholar
  18. 18. Structural Reduction of Hypergraphs Based on Topology Yuji Hirono; Takashi Okada; Hiroyasu Miyazaki; Yoshimasa Hidaka
      Proceedings of Blockchain in Kyoto 2021 (BCK21) (2021) Semantic Scholar
  19. 19. Counting Nambu-Goldstone Modes of Higher-Form Global Symmetries Yoshimasa Hidaka; Yuji Hirono; Ryo Yokokura
      Physical Review Letters 126: (2021) Semantic Scholar
  20. 20. Heavy quarkonia in a bulk viscous medium Lata Thakur; Najmul Haque; Yuji Hirono
      Journal of High Energy Physics 2020: (2020) Semantic Scholar
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  1. 1. 学習物理学入門 = Introduction to machine learning physics 橋本, 幸士; 富谷, 昭夫; 金子, 隆威; 瀧, 雅人; 広野, 雄士; 唐木田, 亮; 三内, 顕義
    朝倉書店 2024年11月 (ISBN: 9784254131529)

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