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We propose a simple proof of the exponential convergence to equilibrium for ultrafast diffusion equations in . Our approach, based on the direct use of Poincar'e inequality, gets rid of the optimal transport arguments used in \cite{fathi2025} which are valid for Gaussian-excluded one-dimensional weights. This simplification allows us to extend their results to Gaussian measures in higher dimensions.

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