I will be presenting a frame approach for computing solutions of differential equations inspired by recent progress in frame theory and sparse spectral methods. The primary case study for our method will be a very general family of equations involving the fractional Laplacian. This is joint work with I. Papadopoulos, J.A. Carrillo and S. Olver.