We introduce new reproducing kernel Hilbert spaces W2(m,n) (D) on unbounded plane regions D. We study linear non-homogeneous hyperbolic partial differential equation problems on D with solutions in various reproducing kernel Hilbert spaces. We establish existence and uniqueness results for such solutions under appropriate hypotheses on the driver. Stability of solutions with respect to the driver is analyzed and local uniform approximation results are obtained which depend on the density of nodes. The local uniform approximation results required a careful determination of the reproducing kernel Hilbert spaces on which the elementary differential operators ∂/∂x and ∂/∂t are bounded. We apply these findings to second order hyperbolic partial ...
The main purpose of this chapter is to provide a brief review of Hilbert space with its fundamental ...
We define F to be a reproducing kernel Hilbert space on domain X with feature map φ(x) and kernel k(...
This is a series of lectures we have held during the academic year 2004-2005 at the Department of ...
We introduce new reproducing kernel Hilbert spaces on a trapezoidal semi-infinite domain B∞ in the p...
We propose a new data-driven approach for learning the fundamental solutions (Green's functions) of ...
This report is concerned with the theory of reproducing kernels. First, a background of elementary f...
This book provides a large extension of the general theory of reproducing kernels published by N. Ar...
This paper is concerned with a technique for solving a class of nonlinear systems of partial differe...
We present a method to construct a chain of reproducing kernel Hilbert spaces controlled by a first-...
We give a short survey of a general discretization method based on the theory of reproducing kernels...
A general framework for function approximation from finite data is presented based on reproducing ke...
We introduce new reproducing kernel Hilbert spaces on a semi-infinite domain and demonstrate existen...
Learning nonparametric systems of Ordinary Differential Equations (ODEs) x˙=f(t,x) from noisy and sp...
The two chapters of this thesis are comprised of work in the setting of reproducing kernel (Hilbert)...
Cataloged from PDF version of article.In this thesis we make a survey of the theory of reproducing k...
The main purpose of this chapter is to provide a brief review of Hilbert space with its fundamental ...
We define F to be a reproducing kernel Hilbert space on domain X with feature map φ(x) and kernel k(...
This is a series of lectures we have held during the academic year 2004-2005 at the Department of ...
We introduce new reproducing kernel Hilbert spaces on a trapezoidal semi-infinite domain B∞ in the p...
We propose a new data-driven approach for learning the fundamental solutions (Green's functions) of ...
This report is concerned with the theory of reproducing kernels. First, a background of elementary f...
This book provides a large extension of the general theory of reproducing kernels published by N. Ar...
This paper is concerned with a technique for solving a class of nonlinear systems of partial differe...
We present a method to construct a chain of reproducing kernel Hilbert spaces controlled by a first-...
We give a short survey of a general discretization method based on the theory of reproducing kernels...
A general framework for function approximation from finite data is presented based on reproducing ke...
We introduce new reproducing kernel Hilbert spaces on a semi-infinite domain and demonstrate existen...
Learning nonparametric systems of Ordinary Differential Equations (ODEs) x˙=f(t,x) from noisy and sp...
The two chapters of this thesis are comprised of work in the setting of reproducing kernel (Hilbert)...
Cataloged from PDF version of article.In this thesis we make a survey of the theory of reproducing k...
The main purpose of this chapter is to provide a brief review of Hilbert space with its fundamental ...
We define F to be a reproducing kernel Hilbert space on domain X with feature map φ(x) and kernel k(...
This is a series of lectures we have held during the academic year 2004-2005 at the Department of ...