Rchr
J-GLOBAL ID：200901077775791102
Update date: Apr. 29, 2025
Yoshino Hajime
ヨシノ ハジメ | Yoshino Hajime
Affiliation and department：
Job title：
Professor
Homepage URL (1)：
http://www.cp.cmc.osaka-u.ac.jp/~yoshino/
Research field (1)：
Mathematical physics and basic theory
Research keywords (2)：
統計力学
, statistical mechanics
Research theme for competitive and other funds (15)：
- 2022 - 2027 Statistical mechanics approach to high-dimensional machine learning
- 2021 - 2024 Statistical Mechanical Informatics of Deep Neural Networks
- 2020 - 2024 Glass/jamming transitions of the out-of-equiilbirum systems
- 2019 - 2022 Physics of Glass and Jamming Transitions Captured by Spins: from Soft Matter Physics to Statistical Physics of Information Processing
- 2015 - 2019 Replica symmetry breaking and physical properties in glass jamming systems
- 2013 - 2018 Slow dynamics and hidden orders in glasses
- 2012 - 2015 Replica theory of the rigidity of amorphous solids
- 2009 - 2011 Jamming-glass transitions in a frustrated Josephson junction array
- 2007 - 2011 Frustration and Chirality
- 2005 - 2007 ガラス系のダイナミックスにおける時空間構造の解析
- 2002 - 2004 ランダム競合系のグラス相におけるマージナル安定性とダイナミックス
- 2002 - 2003 Frustrated Magnetism and Chiral Order
- 1998 - 1999 平均場スピングラス模型に基づくエイジング効果の数値的研究
- ガラス系の統計力学と非平衡ダイナミックス
- Static and dynamic properties of frustrated and glassy systems
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Papers (95)：
MISC (84)：
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吉野元. Anatomy of Deep Neural Networks-A Statistical Mechanics Approach. 日本物理学会誌. 2021. 76. 9
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Yoshino Hajime. 26pXH-7 Collective plastic excitations and long-time relaxations in a jamming system at finite temperatures. Meeting abstracts of the Physical Society of Japan. 2013. 68. 1. 328-328
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Yoshino Hajime. 20aAF-10 Anomalous behaviour of the rigidity of a jamming system. Meeting abstracts of the Physical Society of Japan. 2012. 67. 2. 286-286
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Okamura Satoshi, Yoshino Hajime, Yukawa Satoshi. 24aBF-10 Stress relaxation in the vicinity of jamming transition point at finite temperatures. Meeting abstracts of the Physical Society of Japan. 2012. 67. 1. 390-390
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Yoshino Hajime. 24aJF-7 Aging effect of stress relaxation and effective temperature of a structural glass. Meeting abstracts of the Physical Society of Japan. 2011. 66. 2. 337-337
ｍore...
Books (1)：
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Spin glass theory and far beyond : replica symmetry breaking after 40 years
World Scientific 2023 ISBN:9789811273919
Lectures and oral presentations (4)：
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Replica theory of deep learning
(2024 Physics of Learning (ITP, CAS) 2024)
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Spatial heterogeneity of deep learning
(DAIKIN International Symposium on Physics of Intelligence 2024)
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Statistical mechanics of a deep neural network
(CECAM workshop: From Machine-Learning Theory to Driven Complex Systems and back 2024)
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Spatially heterogeneous learning in a deep neural networ
(FLAIR seminar (EPFL) 2024)
Education (3)：
- 1991 - 1996 University of Tsukuba
- - 1996 University of Tsukuba Graduate School, Division of Physics
- 1986 - 1990 International Christian University College of Liberal Arts Division of Natural Sciences
Professional career (1)：
- (BLANK) (University of Tsukuba)
Work history (7)：
- 2024/01 - 現在 Osaka University Cybermedia Center Professor
- 2014/04 - 2023/12 Osaka University Cybermedia Center
- 2001/01 - 2014/03 Osaka University
- 2004/10 - 2005/09 パリ大学 Jussieu校 理論物理研 (LPTHE) 客員研究員
- 2004 - 2005 Laboratoire de Physique Theorique et Hautes Energies Universite Pierre et Marie Curie (Paris VI)
- 2001 - - Osaka University, Research Associate (Assistant Professor)
- 2000/04 - 2000/12 CEA Saclay 研究所 凝縮系物理部門 (フランス) ポストドク研究員
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Association Membership(s) (1)：
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