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20122026
most citedUniversal Approximation Property of Neural Ordinary Differential Equations

20 citations · 59 across the 20 of their papers we have counts for

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Showing 2019Show all

6 papers · 1 filter

cs.LG2019

Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise

Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda +2

Operator-theoretic analysis of nonlinear dynamical systems has attracted much attention in a variety of engineering and scientific fields, endowed with practical estimation methods…

stat.ML2019

Metric on random dynamical systems with vector-valued reproducing kernel Hilbert spaces

Isao Ishikawa, Akinori Tanaka, Masahiro Ikeda +1

Development of metrics for structural data-generating mechanisms is fundamental in machine learning and the related fields. In this paper, we give a general framework to construct…

math.AP2019

Small data blow-up of semi-linear wave equation with scattering dissipation and time-dependent mass

Masahiro Ikeda, Ziheng Tu, Kyouhei Wakasa

In the present paper, we study small data blow-up of the semi-linear wave equation with a scattering dissipation term and a time-dependent mass term from the aspect of wave-like be…

math.AP20191 cited

Global dynamics below the ground state for the focusing Schrödinger equation with a potential

Masaru Hamano, Masahiro Ikeda

In this paper, we consider the nonlinear Schrödinger equation with a real valued potential V=V(x). We study global behavior of solutions to the equation with a data below the groun…

math.AP2019

Scattering for the one-dimensional Klein-Gordon equation with exponential nonlinearity

Masahiro Ikeda, Takahisa Inui, Mamoru Okamoto

We consider the asymptotic behavior of solutions to the Cauchy problem for the defocusing nonlinear Klein-Gordon equation (NLKG) with exponential nonlinearity in the one spatial di…

math.AP2019

Global well-posedness, dissipation and blow up for semilinear heat equations in energy spaces associated with self-adjoint operators

Masahiro Ikeda, Koichi Taniguchi

The purpose in this paper is to determine the global behavior of solutions to the initial-boundary value problems for energy-subcritical and critical semilinear heat equations by i…