Target dependent greedy sampling for Gaussian kernel PDE collocation

Abstract

This work develops a target-dependent greedy sampling strategy for solving PDEs using Gaussian kernel collocation within the reproducing kernel Hilbert space framework, achieving efficient and mesh-free approximation with exponential convergence rates.