Hirono Yuji 広野雄士

Researcher Number	50998903
Other IDs
Affiliation (Current)	2025: 筑波大学, システム情報系, 准教授
Affiliation (based on the past Project Information) *help	2025: 筑波大学, システム情報系, 准教授 2024: 大阪大学, 大学院理学研究科, 助教
Review Section/Research Field	Principal Investigator 0701:Biology at molecular to cellular levels, and related fields Except Principal Investigator Transformative Research Areas, Section (II)
Keywords	Principal Investigator ロバスト制御 / 化学反応系 Except Principal Investigator 機械学習 / 固有値分布 / トポロジカル不変量 / 状態方程式 / 中性子星 / 拡散モデル / ゲージ場の量子論 / 位相幾何学的分類 … More / 機械学習と物理学 / 教師あり学習 / 回帰分析 / ニューラルネットワーク / 表皮効果 / 位相的データ解析 / 場の量子論 / トポロジー / 物理学 Less

Analysis of robust control in biochemical systems through network topologyPrincipal Investigator
- Principal Investigator
  
  広野雄士
- Project Period (FY)
  2024 – 2025
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0701:Biology at molecular to cellular levels, and related fields
- Research Institution
  Osaka University
Foundation of "Machine Learning Physics" --- Revolutionary Transformation of Fundame ntal Physics by A New Field Integrating Machine Learning and Physics
- Principal Investigator
  
  橋本幸士
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  Kyoto University
Approach from topological geometry toward machine learning
- Principal Investigator
  
  福嶋健二
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  The University of Tokyo

All 2025 2024 2023

All Journal Article Presentation

[Journal Article] Topological Criterion for Robust Perfect Adaptation of Reaction Fluxes in Biological Networks2025
- Author(s)
  Hong Hyukpyo、Moon Seokhwan、Hirono Yuji、Kim Jae Kyoung
- Journal Title
  
  iScience
  
  Volume: - Issue: 6 Pages: 112394-112394
- DOI
  10.1016/j.isci.2025.112394
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K23186
[Journal Article] Data-driven discovery of self-similarity using neural networks2025
- Author(s)
  Watanabe Ryota、Ishii Takanori、Hirono Yuji、Maruoka Hirokazu
- Journal Title
  
  Physical Review E
  
  Volume: 111 Issue: 2 Pages: 024301-024301
- DOI
  10.1103/physreve.111.024301
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22KJ1940, KAKENHI-PROJECT-24K23186
[Journal Article] Physics-Inspired Approaches in Generative Diffusion Models2025
- Author(s)
  Hirono Yuji
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 94 Issue: 3 Pages: 031008-031008
- DOI
  10.7566/jpsj.94.031008
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24K23186
[Journal Article] Rethinking Robust Adaptation: Characterization of Structural Mechanisms for Biochemical Network Robustness through Topological Invariants2025
- Author(s)
  Hirono Yuji、Gupta Ankit、Khammash Mustafa
- Journal Title
  
  PRX Life
  
  Volume: 3 Issue: 1 Pages: 013017-013017
- DOI
  10.1103/prxlife.3.013017
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K23186
[Journal Article] Understanding Diffusion Models by Feynman’s Path Integral2024
- Author(s)
  Yuji Hirono, Akinori Tanaka, Kenji Fukushima
- Journal Title
  
  Proceedings of the 41st International Conference on Machine Learning
  
  Volume: 235 Pages: 18324-18351
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-22H05118
[Journal Article] Neural network representation of quantum systems2024
- Author(s)
  Hashimoto Koji、Hirono Yuji、Maeda Jun、Totsuka-Yoshinaka Jojiro
- Journal Title
  
  Machine Learning: Science and Technology
  
  Volume: 5 Issue: 4 Pages: 045039-045039
- DOI
  10.1088/2632-2153/ad81ac
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-22H05115, KAKENHI-PROJECT-23K22488, KAKENHI-PROJECT-24K23186, KAKENHI-PROJECT-23KJ1311
[Journal Article] A symmetry principle for gauge theories with fractons2024
- Author(s)
  Hirono Yuji、You Minyoung、Angus Stephen、Cho Gil Young
- Journal Title
  
  SciPost Physics
  
  Volume: 16 Issue: 2 Pages: 050-050
- DOI
  10.21468/scipostphys.16.2.050
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-22H05111
[Presentation] Network topology reveals robust adaptation phenomena in biochemical systems2025
- Author(s)
  Yuji Hirono
- Organizer
  Computational & Physical Understanding of Biological Information Processing
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K23186
[Presentation] 化学反応ネットワークにおけるロバストな完全適応の特徴付け2024
- Author(s)
  広野雄士
- Organizer
  日本物理学会第79回年次大会（2024年）
- Data Source
  KAKENHI-PROJECT-24K23186
[Presentation] Network topology reveals robust adaptation phenomena in biochemical systems2024
- Author(s)
  Yuji Hirono
- Organizer
  2024 International Workshop on Mathematical Biology (IWOMB)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-22H05111
[Presentation] Simplifying complex chemical reaction networks2023
- Author(s)
  Yuji Hirono
- Organizer
  "10th International Congress on Industrial and Applied Mathematics (ICIAM2023) (mini-symposium)"
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-22H05111
[Presentation] Complete characterization of robust perfect adaptation in biochemical reaction networks2023
- Author(s)
  Yuji Hirono
- Organizer
  International Conference on Systems Biology (ICSB) 2023
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-22H05111

1. 福嶋健二 (60456754)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. 橋本幸士 (80345074)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
3. 永井佑紀 (20587026)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 田中章詞 (20791924)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 野尻美保子 (30222201)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 大槻東巳 (50201976)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 富谷昭夫 (50837185)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 今田正俊 (70143542)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 樺島祥介 (80260652)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 塩崎謙 (70802940)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 三角樹弘 (80715152)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 船井正太郎 (40724993)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Hirono Yuji 広野 雄士

Research Projects

Research Products

Co-Researchers

Analysis of robust control in biochemical systems through network topologyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Foundation of "Machine Learning Physics" --- Revolutionary Transformation of Fundame ntal Physics by A New Field Integrating Machine Learning and Physics

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Approach from topological geometry toward machine learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Topological Criterion for Robust Perfect Adaptation of Reaction Fluxes in Biological Networks2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data-driven discovery of self-similarity using neural networks2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Physics-Inspired Approaches in Generative Diffusion Models2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Rethinking Robust Adaptation: Characterization of Structural Mechanisms for Biochemical Network Robustness through Topological Invariants2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Understanding Diffusion Models by Feynman’s Path Integral2024

Author(s)

Journal Title

Data Source

[Journal Article] Neural network representation of quantum systems2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A symmetry principle for gauge theories with fractons2024

Author(s)

Journal Title

DOI

Data Source

[Presentation] Network topology reveals robust adaptation phenomena in biochemical systems2025

Author(s)

Organizer

Data Source

[Presentation] 化学反応ネットワークにおけるロバストな完全適応の特徴付け2024

Author(s)

Organizer

Data Source

[Presentation] Network topology reveals robust adaptation phenomena in biochemical systems2024

Author(s)

Organizer

Data Source

[Presentation] Simplifying complex chemical reaction networks2023

Author(s)

Organizer

Data Source

[Presentation] Complete characterization of robust perfect adaptation in biochemical reaction networks2023

Author(s)

Organizer

Data Source

Hirono Yuji 広野雄士