Abstract
In application of kernel-based methods, some particular types of
PDEs need some special types of kernels for their approximations.
For example some nonlinear evolution equations describing wave
processes in dispersive and dissipative media. These models may have
soliton like solutions for example KdV equation. In such a situation
some special types of kernels may perform better than standards
kernels for example soliton kernels.