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J-GLOBAL ID：202001014394071096   Update date: Sep. 13, 2024

Nogawa Tomoaki

ノガワ トモアキ | Nogawa Tomoaki
Affiliation and department：
Toho University Faculty of Medicine School of Medicine

About Toho University Faculty of Medicine School of Medicine


Job title： Lecturer
Homepage URL  (1)： https://www.lab2.toho-u.ac.jp/med/physics/nogawa/index.html
Research field  (1)： Mathematical physics and basic theory
Research keywords  (5)： critical phenomena ,  complex networks ,  frustrated systems ,  random systems ,  machine learning
Research theme for competitive and other funds  (5)：
  • 2018 - 2023 Reduction of the degreess of freedom of dynamical systems by machine learning
  • 2015 - 2018 multiple phase transition of probabilistic models on non-Euclidean graphs
  • 2013 - 2016 多成分剛体球の最密充填構造の実現と解析の数値的研究
  • 2009 - 2011 Jamming-glass transitions in a frustrated Josephson junction array
  • 2007 - 2008 Dynamical phase diagram of flux line lattices driven in random potential
Papers (27)：
  • Tomoaki Nogawa. Dimensional Reduction of Dynamical Systems by Machine Learning: Automatic Generation of the Optimum Extensive Variables and Their Time-Evolution Map. Journal of Statistical Mechanics: Theory and Experiment. 2023. 123404
  • Tomoaki Nogawa. Renormalization-group theory of the abnormal singularities at the critical-order transition in bond percolation on pointed hierarchical graphs. Journal of Physics A: Mathematical and Theoretical. 2018. 51. 505003:1-17
  • Tomoaki Nogawa, Takehisa Hasegawa, Koji Nemoto. Local cluster-size statistics in the critical phase of bond percolation on the Cayley tree. Journal of Statistical Mechanics: Theory and Experiment. 2016. 2016. 5. 1-18
  • Toru Ohira, Tadaaki Hosaka, Tomoaki Nogawa. Chases and escapes, and optimization problems. Artificial Life and Robotics. 2015. 20. 3. 257-261
  • 能川 知昭, 根本 幸児, 長谷川 雄央. ネットワーク構造がもたらすロバストな臨界性. 日本神経回路学会誌. 2015. 21. 4. 182-189
ｍore...
MISC (5)：
  • 中村 真樹, 能川 知昭, 岡 真悠子. 医学部新入生を対象とした緊急事態宣言下における遠隔リメディアル教育の試み. 東邦大学教養紀要. 2021. 52. 69-78
  • 松下勝義, 松下勝義, 杉原秀理, 杉原秀理, 菊池誠, 菊池誠, 能川知昭, 佐々木志剛. タンパク質の折り畳みでのエネルギー地形上の確率流ネットワーク. 交通流のシミュレーションシンポジウム論文集. 2013. 19th
  • 松本茂紀, 能川知昭, 上村淳, 伊藤伸泰, 大平徹. 集団追跡と逃避における揺らぎの影響. 交通流のシミュレーションシンポジウム論文集. 2010. 16th
  • 能川知昭, 根本幸児, 吉野元. ランダム磁場XYモデルにおけるグラス的な非平衡緩和のサイズスケーリング. NSL News Letter. 2006. 2007-2
  • Nogawa, Tomoaki, Yoshino, Hajime, Matsukawa, Hiroshi. CDW電荷密度波のplastic depinning. 2004. 81. 6. 888-891
Lectures and oral presentations  (77)：
  • Dimensional reduction of the epidemic models on networks by using machine learning II
    (2024)
  • Dimensional Reduction of Dynamical Systems by Machine Learning
    (2023)
  • Relation between network hyperbolicity and phase diagram
    (78th JPS meeting 2023)
  • Dimensional Reduction of Glauber dynamics by machine learning II
    (JPS spring meeting 2023 2023)
  • Dimensional reduction of dynamical systems by machine learning
    (RHINO2022 2022)
ｍore...
Education (5)：
  • 2002 - 2005 Osaka University Graduate School, Division of Natural Science
  • 2002 - 2005 Osaka University Graduate School of Science Department of Physics
  • 2000 - 2002 Osaka University Graduate School, Division of Natural Science
  • 2000 - 2002 Osaka University Graduate School of Science Department of Physics
  • 1996 - 2000 Osaka University Faculty of Science Department of Physics
Professional career (1)：
  • 博士(理学) (大阪大学)
Work history (7)：
  • 2013/04 - 現在 Toho University Faculty of Medicine School of Medicine Lecturer
  • 2012/05 - 2013/03 東北大学 大学院理学研究科 助教
  • 2012/05 - 2013/03 Tohoku University Graduate School of Science assistant professor
  • 2008/07 - 2012/04 東京大学 大学院工学系研究科 研究員・ポスドク
  • 2008/07 - 2012/04 The University of Tokyo The Graduate School of Engineering project researcher
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Association Membership(s) (1)：
日本物理学会
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