 Nine-point finite-difference stencil

A nine-point finite-difference stencil on a square grid couples a central value to its four axial neighbours and four diagonal neighbours. Ordering the grid by columns produces a block tridiagonal matrix whose diagonal and off-diagonal blocks are symmetric tridiagonal Toeplitz matrices.