We study by exact diagonalization the localization properties of phonons in mass-disordered harmonic crystals of dimension . We focus on the behavior of the typical Inverse Participation Ratio as a function of the frequency and of the linear length of the disordered samples. In dimensions and , we find that the low-frequency part of the spectrum satisfies the following finite-size scaling in dimension and in dimension , with the following conclusions (i) an eigenstate of any fixed frequency becomes localized in the limit (ii) a given disordered sample of size contains a number of delocalized states growing as in and as $N_{deloc}(L)\sim L^2/(\ln L)d=2d=3$, we find a localization-delocalization transition at some finite critical frequency (that depends on the disorder strength ). Our data are compatible with the finite-size scaling $L^{D(2)} Y_2(\omega,L)=F_{d=3}(L^{1/\nu} (\omega-\omega_c))D(2) \simeq 1.3\nu \simeq 1.57$ corresponding to the universality class of the localization transition for the Anderson tight-binding electronic model in dimension .

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