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We investigate a semiclassical momentum density energy functional for atoms and show that it yields the same value as the well-known Thomas-Fermi functional. In fact, we show an explicit relation between the minimizers of the two functionals. The main result is that the atomic momentum density converges on the scale to the minimizer of the momentum density energy functional. This allows to determine the linear response of atoms on momentum dependent perturbations.

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