39. Yuji Hirono, Kazuki Ikeda, Dmitri E. Kharzeev, Ziyi Liu, Shuzhe Shi, "Optimal Observables for the Chiral Magnetic Effect from Machine Learning," [arXiv:2504.03248].
38. Yuji Hirono, "Physics-Inspired Approaches in Generative Diffusion Models," J. Phys. Soc. Jpn. 94, 031008 (2025).
37. Yuji Hirono, Kohei Kamada, Naoki Yamamoto, Ryo Yokokura, "Self-similar inverse cascade from generalized symmetries," [arXiv:2501.07781].
36. (Editors' Suggestion) Ryota Watanabe, Takanori Ishii, Yuji Hirono, Hirokazu Maruoka, "Data-driven discovery of self-similarity using neural networks," Phys. Rev. E 111, 024301 (2025) [arXiv:2406.03896].
35. Koji Hashimoto, Yuji Hirono, Jun Maeda, Jojiro Totsuka-Yoshinaka, "Neural network representation of quantum systems," Mach. Learn.: Sci. Technol. 5 045039 [arXiv:2403.11420].
34. Koji Hashimoto, Yuji Hirono, Akiyoshi Sannai, "Unification of Symmetries Inside Neural Networks: Transformer, Feedforward and Neural ODE," Mach. Learn.: Sci. Technol. 5 025079 (2024). [arXiv:2402.02362].
33. Yuji Hirono, Ankit Gupta, Mustafa Khammash, "Rethinking Robust Adaptation: Characterization of Structural Mechanisms for Biochemical Network Robustness through Topological Invariants," PRX Life 3, 013017 [arXiv:2307.07444].
32. Yuji Hirono, Hyukpyo Hong, Jae Kyoung Kim, "Robust Perfect Adaptation of Reaction Fluxes Ensured by Network Topology," [arXiv:2302.01270].
31. Yuji Hirono, Ryo Hanai, "Squeezing stationary distributions of stochastic chemical reaction systems," J. Stat. Phys. 190, 86 (2023). [arXiv:2209.08787].
30. Yuji Hirono, Minyoung You, Stephen Angus, Gil Young Cho, "A symmetry principle for gauge theories with fractons," SciPost Phys. 16, 050 (2024) [arXiv:2207.00854].
29. Lata Thakur, Yuji Hirono, "Spectral functions of heavy quarkonia in a bulk-viscous quark gluon plasma," J. High Energ. Phys. 2022, 207 (2022).[arXiv:2111.08225].
28. Yuji Hirono, Yong-Hui Qi, "Effective field theories for gapless phases with fractons via a coset construction", Phys. Rev. B 105, 205109 (2022). [arXiv:2110.13066].
27. Yuji Hirono, Takashi Okada, Hiroyasu Miyazaki, Yoshimasa Hidaka, "Structural reduction of chemical reaction networks based on topology", Phys. Rev. Research 3, 043123 (2021). [arXiv:2102.07687].
[Press release from RIKEN (in Japanese)]
26. Yoshimasa Hidaka, Yuji Hirono, Ryo Yokokura, "Counting Nambu-Goldstone modes of higher-form global symmetries," Phys. Rev. Lett. 126, 071601 (2021).[arXiv:2007.15901].
25. Lata Thakur, Najmul Haque, Yuji Hirono, "Heavy quarkonia in a bulk viscous medium," J. High Energ. Phys. 2020, 71 (2020). [arXiv:2004.03426].
24. Gabriele Inghirami, Mark Mace, Yuji Hirono, Luca Del Zanna, Dmitri E. Kharzeev, Marcus Bleicher, "Magnetic fields in heavy ion collisions: flow and charge transport," Eur. Phys. J. C 80, 293 (2020). [arXiv:1908.07605].
23. Ki-Seok Kim, Yuji Hirono, "Higher-form symmetries and d−wave superconductors from doped Mott insulators," Phys. Rev. B 100, 085142 (2019).[arXiv:1905.04617].
22. Yuji Hirono, Yuya Tanizaki, "Effective gauge theories of superfluidity with topological order," J. High Energ. Phys. 2019, 62 (2019). [arXiv:1904.08570 [hep-th]].
21. Yoshimasa Hidaka, Yuji Hirono, Muneto Nitta, Yuya Tanizaki, Ryo Yokokura, "Topological order in the color-flavor locked phase of (3+1)-dimensional U(N) gauge-Higgs system," Phys. Rev. D 100, 125016 (2019). [arXiv:1903.06389 [hep-th]].
20. Yuji Hirono, “Symmetry Principle for Topologically Ordered Phases,” AAPPS Bulletin 29, no. 2 (2019).
19. Yuji Hirono, Yuya Tanizaki, "Quark-hadron continuity beyond Ginzburg-Landau paradigm," Phys. Rev. Lett. 122, 212001(2019). [arXiv:1811.10608 [hep-th]].
18. Yuji Hirono, Dmitri E. Kharzeev, Andrey V. Sadofyev, "Dynamics of vortices in chiral media: the chiral propulsion effect," Phys. Rev. Lett. 121, 142301 (2018). [arXiv:1803.00381 [hep-th]].
17. Koichi Hattori, Yuji Hirono, Ho-Ung Yee, Yi Yin, "Magnetohydrodynamics with chiral anomaly: phases of collective excitations and instabilities," Phys. Rev. D 100, 065023 (2019). [arXiv:1711.08450 [hep-th]].
16. Yuji Hirono, Dmitri E. Kharzeev, Yi Yin, "Quantized chiral magnetic current from reconnections of magnetic flux," Phys. Rev. Lett. 117, 172301 (2016) [arXiv:1606.09611 [hep-ph]].
15. Yuji Hirono, Dmitri E. Kharzeev, Yi Yin, "Self-similar inverse cascade of magnetic helicity driven by the chiral anomaly," Phys. Rev. D 92, 125031 (2015) [arXiv:1509.07790].
One of the figures is selected in the Kaleidoscope section
14. Yuji Hirono, Yoshimasa Hidaka, "Jarzynski-type equalities in gambling: role of information in capital growth," J. Stat. Phys. 161 (2015) 721–742 [arXiv:1505.06216 [q-fin.GN]].
13. Yuji Hirono, Tetsufumi Hirano, Dmitri E. Kharzeev, "The chiral magnetic effect in heavy-ion collisions from event-by-event anomalous hydrodynamics," [arXiv:1412.0311 [hep-ph]].
12. Yuji Hirono, Edward Shuryak, "Femtoscopic Signature of Strong Radial Flow in High-multiplicity pp Collisions," Phys. Rev. C 91, 054915 (2015) [arXiv:1412.0063 [hep-ph]].
11. Minoru Eto, Yuji Hirono, Muneto Nitta, "Domain Walls and Vortices in Chiral Symmetry Breaking," Prog. Theor. Exp. Phys. (2014) 033B01 [arXiv:1309.4559 [hep-ph]].
10. Masaru Hongo, Yuji Hirono, Tetsufumi Hirano, "Anomalous-hydrodynamic analysis of charge-dependent elliptic flow in heavy-ion collisions," Physics Letters B, Volume 775, 2017, Pages 266-270 [arXiv:1309.2823 [nucl-th]].
9. Minoru Eto, Yuji Hirono, Shigehiro Yasui, Muneto Nitta, "Vortices and Other Topological Solitons in Dense Quark Matter," Prog. Theor. Exp. Phys. (2014)012D01 [arXiv:1308.1535 [hep-ph]].
8. Arata Yamamoto, Yuji Hirono, "Lattice QCD in rotating frames," Phys. Rev. Lett. 111, 081601 (2013) [arXiv:1303.6292[hep-lat]].
7. Yuji Hirono, Masaru Hongo, Tetsufumi Hirano, "Estimation of electric conductivity of the quark gluon plasma via asymmetric heavy-ion collisions," Phys. Rev. C 90, 021903(R)(2014) [arXiv:1211.1114 [nucl-th]].
6. Yoshimasa Hidaka, Yuji Hirono, Taro Kimura, Yuki Minami, "Viscoelastic-electromagnetism and Hall viscosity," Prog. Theor. Exp. Phys. (2013) 013A02 [arXiv:1206.0734 [cond-mat.mes-hall]].
5. Sania Jevtic, David Jennings, Terry Rudolph, Yuji Hirono, Shojun Nakayama, Mio Murao, "Exchange Fluctuation Theorem for correlated quantum systems," Phys. Rev. E 92, 042113 (2015) [arXiv:1204.3571 [quant-ph]].
4. Shigehiro Yasui, Yuji Hirono, Kazunori Itakura, Muneto Nitta, "Non-Abelian statistics of vortices with non-Abelian Dirac fermions," Phys. Rev. E 87, 052142(2013) [arXiv:1204.1164 [cond-mat.supr-con]].
3. Yuji Hirono, Muneto Nitta, "Anisotropic Optical Response of Dense Quark Matter under Rotation: Compact Stars as Cosmic Polarizers," Phys. Rev. Lett. 109, 062501 (2012) [arXiv:1203.5059 [hep-ph]].
2. Yuji Hirono, Shigehiro Yasui, Kazunori Itakura, Muneto Nitta, "Non-Abelian statistics of vortices with multiple Majorana fermions," Phys. Rev. B 86, 014508 (2012) [arXiv:1203.0173 [cond-mat.supr-con]].
1. Yuji Hirono, Takuya Kanazawa, Muneto Nitta, "Topological Interactions of Non-Abelian Vortices with Quasi-Particles in High Density QCD," Phys. Rev. D 83, 085018 (2011) [arXiv:1012.6042 [hep-ph]].
12. Yuji Hirono, Akinori Tanaka, Kenji Fukushima, "Understanding Diffusion Models by Feynman's Path Integral," Proceedings of the 41st International Conference on Machine Learning (ICML), PMLR 235:18324-18351, 2024 [arXiv:2403.11262].
11. Lata Thakur, Yuji Hirono, “Quarkonium spectral functions in a bulk viscous quark-gluon plasma,” IL NUOVO CIMENTO 47 C (2024) 226 [arXiv:2312.13590]. (HADRON 2023)
10. Lata Thakur, Yuji Hirono, Najmul Haque, “Quarkonium in a bulk viscous QGP medium,” Supl. Rev. Mex. Fis. 2022 Jun. 2;3(3):0308123 1-5. (HADRON 2021)
9. Yuji Hirono, Takashi Okada, Hiroyasu Miyazaki, Yoshimasa Hidaka, “Structural Reduction of Hypergraphs Based on Topology,” Proceedings of Blockchain in Kyoto 2021 (BCK21).
8. Yuji Hirono, “Properties of chiral magnetohydrodynamics,” PoS CPOD2017 (2018) 009 (CPOD2017).
7. Yuji Hirono, Dmitri E. Kharzeev, Yi Yin, “New quantum effects in relativistic magnetohydrodynamics,” Nucl.Phys.A 967 (2017) 840-843 [arXiv:1706.06352]. (Quark Matter 2017)
6. Yuji Hirono, “Chiral magnetohydrodynamics for heavy-ion collisions,” Nucl. Phys. A 967, 233 (2017) [arXiv:1705.09409 [hep-ph]]. (Quark Matter 2017).
5. Xingyu Guo, Dmitri E. Kharzeev, Xu-Guang Huang, Wei-Tian Deng, Yuji Hirono, “Chiral Vortical and Magnetic Effects in Anomalous Hydrodynamics,” Nucl.Phys.A 967 (2017) 776-779 [arXiv:1704.05375]. (Quark Matter 2017)
4. Yuji Hirono, Edward Shuryak, “Femtoscopic Signature of Strong Radial Flow in High-multiplicity pp Collisions,” EPJ Web of Conferences (Vol. 141, p. 01008). EDP Sciences (ISMD 2016).
3. Yuji Hirono, Tetsufumi Hirano, Dmitri E. Kharzeev, “Charge-dependent correlations from event- by-event anomalous hydrodynamics,” Nuclear Physics A, 956, 393-396 [arXiv:1601.00887 [hep-ph]] (Quark Matter 2015).
2. Shigehiro Yasui, Yuji Hirono, Kazunori Itakura, Muneto Nitta, “Non-Abelian Vortices, Majorana Fermions and Non-Abelian Statistics,” JPS Conf.Proc. 4 (2015) 013004.
1. Yuji Hirono, Takuya Kanazawa, Muneto Nitta, “Topological interactions between non-Abelian vortices and the surrounding environment,” 素粒子論研究 118 号 (2011).
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, 「学習物理学入門」, 朝倉書店, 2024年11月.