Rchr
J-GLOBAL ID：201801002649652903
Update date: Dec. 26, 2023
Sughiyama Yuki
スギヤマ ユウキ | Sughiyama Yuki
Affiliation and department：
Research field (2)：
Bio-, chemical, and soft-matter physics
, Mathematical physics and basic theory
Research keywords (7)：
機械学習
, stochastic process
, Large deviation theory
, Evolutionary biology
, Biophysics
, Thermodynamics
, Statistical physics
Research theme for competitive and other funds (2)：
- 2016 - 2019 集団増殖系に内在する定常状態熱力学構造とその応用
- 2010 - 2012 非平衡系における熱力学理論の構築とその応用
Papers (31)：
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Tetsuya J. Kobayashi, Dimitri Loutchko, Atsushi Kamimura, Shuhei A. Horiguchi, Yuki Sughiyama. Information geometry of dynamics on graphs and hypergraphs. Information Geometry. 2023
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Dimitri Loutchko, Yuki Sughiyama, Tetsuya J. Kobayashi. Riemannian geometry of optimal driving and thermodynamic length and its application to chemical reaction networks. Physical Review Research. 2022. 4. 4
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Tetsuya J. Kobayashi, Dimitri Loutchko, Atsushi Kamimura, Yuki Sughiyama. Hessian geometry of nonequilibrium chemical reaction networks and entropy production decompositions. Physical Review Research. 2022. 4. 3
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Yuki Sughiyama, Atsushi Kamimura, Dimitri Loutchko, Tetsuya J. Kobayashi. Chemical thermodynamics for growing systems. Physical Review Research. 2022. 4. 3
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Yuki Sughiyama, Dimitri Loutchko, Atsushi Kamimura, Tetsuya J. Kobayashi. Hessian geometric structure of chemical thermodynamic systems with stoichiometric constraints. Physical Review Research. 2022. 4. 3
ｍore...
MISC (1)：
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Hideyuki Miyahara, Koji Tsumura, Yuki Sughiyama. Deterministic quantum annealing expectation-maximization algorithm (vol 11, 113404, 2017). JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. 2020. 2020. 10
Lectures and oral presentations (26)：
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経路積分的見方による年齢構造付き個体群動態の解析とその応用
(数理生物学会(JSMB2019) 2019)
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A large deviation theory for an age-structured population dynamics and its application to inference of cell states
(2019)
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Pathwise analysis for a structured population dynamics and its application to inference of cell states
(The XXVII International Conference on Statistical Physics (Statphys27) 2019)
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Pathwise analysis for a multi-type age-structured population dynamics
(Eurasian Health and Medicine 2018 2018)
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Retrospective Approach for Age Structured Population Dynamics
(The 12th AIMS Conference on Dynamical Systems, Differential Equations and Applications 2018)
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Professional career (1)：
Association Membership(s) (1)：
THE PHYSICAL SOCIETY OF JAPAN
