We show that every linearly repetitive Delone set in the Euclidean d-space R d , with d ≥ 2, is equivalent, up to a bi-Lipschitz homeomorphism, to the integer lattice Z d . In the particular case when the Delone set X in R d comes from a primitive substitution tiling of R d , we give a condition on the eigenvalues of the substitution matrix which ensures the existence of a homeomorphism with bounded displacement from X to the lattice lattice βZ d for some positive β. This condition includes primitive Pisot substitution tilings but also concerns a much broader set of substitution tilings.