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The use of Levin's u-transform is shown to accelerate the summation of slowly convergent series. The transform works effectively on alternating as well as monotonic series. The usefulness of the transform is illustrated by its application to the very slowly converging free-space periodic Green's function series involving single and double infinite summation. Numerical results are presented for the cases in which the series have the slowest convergence.