In this talk,I will introduce a novel numerical scheme,in which the spatial derivatives are represented as a special kernel based formulation of the solutions.We use this method to solve the nonlinear advection-diffusion equations and Hamilton-Jacobi equations.Moreover,theoretical investigations indicated that the proposed scheme is A-stable up to third order accuracy when combining with the SSP-RK scheme.