Speeding up a few orders of magnitude the Jacobi method: high order Chebyshev-Jacobi over GPUs

In this technical note we show how to reach a remarkable speed up when solving elliptic partial differential equations with finite differences thanks to the joint use of the Chebyshev-Jacobi method with high order discretizations and its parallel implementation over GPUs.