Fractional Gaussian fields on the Sierpinski gasket and related fractals

preprint2020arXivOpen access

Abstract

We define and study a fractional Gaussian field XX with Hurst parameter HH on the Sierpiński gasket KK equipped with its Hausdorff measure μμ. It appears as a solution, in a weak sense, of the equation (−Δ)sX=W(-Δ)^s X =W where WW is a Gaussian white noise on L02(K,μ)L_0^2(K,μ), ΔΔ the Laplacian on KK and s=dh+2H2dws= \frac{d_h+2H}{2d_w}, where dhd_h is the Hausdorff dimension of KK and dwd_w its walk dimension. The construction of those fields is then extended to other fractals including the Sierpiński carpet.

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