M. Komatsu, T. Yaguchi, K. Nakajima. Algebraic Design of Physical Computing System for Time-Series Generation. NeurIPS2023 Workshop: Machine Learning with New Compute Paradigms. 2023
B. Xu, T. Matsubara, T. Yaguchi. Application of the Neural Operator for Physical Simulations of GENERIC Systems. IEICE Proceedings Series. 2023. 76. 419-421
C. Yuhan, T. Matsubara, T. Yaguchi. Super Resolution of Numerical Solutions of Nonlinear Elliptic Equations by DeepONet. IEICE Proceedings Series. 2023. 76. 370-373
Numerical integrators for learning neural ordinary differential equation models
(BIRS Workshop: Structured Machine Learning and Time-Stepping for Dynamical Systems 2024)
2011/07 - SciCADE 2011 (the International Conference on Scientific Computation And Differential Equations 2011) SciCADE 2011 New Talent Award A Lagrangian Approach to Deriving Energy-Preserving Numerical Schemes for the Euler-Lagrange Partial Differential Equations and Its Applications
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Association Membership(s) (8):
Institute of Electrical and Electronics Engineers
, 情報処理学会
, Society for Industrial and Applied Mathematics
, American Institute of Aeronautics and Astronautics
, 日本流体力学会
, Mathematical Association of America
, 日本数学会
, 日本応用数理学会