In this paper, we extend the spectral method developed [Dechicha and Puel, 2023] to any dimension , in order to construct an eigen-solution for the Fokker-Planck operator with heavy tail equilibria, of the form , in the range . The method developed in dimension 1 was inspired by the work of H. Koch on nonlinear KdV equation [Koch, Nonlinearity, 2015]. The strategy in this paper is the same as in dimension 1 but the tools are different, since dimension 1 was based on ODE methods. As a direct consequence of our construction, we obtain the fractional diffusion limit for the kinetic Fokker-Planck equation, for the correct density , with a fractional Laplacian and a positive diffusion coefficient .

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