Miyatake Yuto

ミヤタケユウト | Miyatake Yuto

Affiliation and department：
Homepage URL (1)： https://yutomiyatake.github.io/

Research field (4)： Computational science , Mathematical informatics , Applied mathematics and statistics , Basic mathematics

Research keywords (10)：不確実性定量化 , データ同化 , 数理モデル , 数値計算 , 数値線形代数 , 微分方程式 , 最適化 , 数理工学 , Applied Mathematics , Numerical Analysis

Research theme for competitive and other funds (13)：

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Papers (43)：

Haoyu Chu, Shikui Wei, Ting Liu, Yao Zhao, Yuto Miyatake. Lyapunov-Stable Deep Equilibrium Models. Proceedings of the AAAI Conference on Artificial Intelligence. 2024. 38. 10. 11615-11623
Naoki Marumo, Takeru Matsuda, Yuto Miyatake. Modelling the discretization error of initial value problems using the Wishart distribution. Applied Mathematics Letters. 2024. 147
Shun Sato, Yuto Miyatake, John C. Butcher. High-order linearly implicit schemes conserving quadratic invariants. APPLIED NUMERICAL MATHEMATICS. 2023. 187. 71-88
Takashi Matsubara, Yuto Miyatake, Takaharu Yaguchi. The Symplectic Adjoint Method: Memory-Efficient Backpropagation of Neural-Network-Based Differential Equations. IEEE Transactions on Neural Networks and Learning Systems. 2023. 1-13
Kosuke Akita, Yuto Miyatake, Daisuke Furihata. Composing a surrogate observation operator for sequential data assimilation. JSIAM Letters. 2022. 14. 123-126

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MISC (3)：

Takashi Matsubara, Yuto Miyatake, Takaharu Yaguchi. Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory. 2021
宮武勇登. 長時間積分用のエネルギー保存解法 (現象解明に向けた数値解析学の新展開). 数理解析研究所講究録. 2016. 1995. 48-56
Kimiaki Kinugasa, Yuto Miyatake, Takayasu Matsuo. Structure-preserving integrators for the Benjamin-type equations. 2015

Lectures and oral presentations (41)：

Adjoint-based exact Hessian computation
(Workshop on Functional Inference and Machine Intelligence 2023)
A family of fourth-order energy-preserving integrators
(ANODE 2023)
微分方程式の数値解析とデータサイエンス
(IBIS 2022 2022)
微分方程式の離散化に関する不確実性定量化の近年の動向
(RIMS研究集会:常微分方程式の定性的理論とその現象解析への応用 2022)
離散化に由来する不確実性定量化の近年の動向
(RIMS研究集会:数値解析が拓く次世代情報社会~エッジから富岳まで~ 2022)

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Education (3)：

2012 - 2015 東京大学大学院情報理工学系研究科数理情報学専攻博士課程
2010 - 2012 東京大学大学院情報理工学系研究科数理情報学専攻修士課程
2006 - 2010 The University of Tokyo The Faculty of Engineering Department of Mathematical Engineering and Information Physics

Professional career (1)：

Work history (3)：

2018/04 - 現在 Osaka University Cybermedia Center
2017/04 - 2018/03 Nagoya University Graduate School of Engineering, Applied Physics
2015/04 - 2017/03 Nagoya University Graduate School of Engineering, Computational Science and Engineering

Committee career (3)：

Awards (4)：

2017/03 - 日本数学会日本数学会 2016年度応用数学研究奨励賞
2015/06 - 日本応用数理学会若手優秀講演賞ハミルトン系に対する並列的なエネルギー保存解法
2013/09 - SciCADE 2013 (New Zealand Branch of Australia and New Zealand Industrial and Applied Mathematics) John Butcher Prize
2013/06 - East Asia Section of SIAM Student Paper Prize

Association Membership(s) (3)：

THE MATHEMATICAL SOCIETY OF JAPAN , THE JAPAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS , Society for Industrial and Applied Mathematics

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