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We report that the local Debye-Waller factor in a simulated 2D glass-formingmixture exhibits significant spatial heterogeneities and that these short timefluctuations provide an excellent predictor of the spatial distribution of thelong time dynamic propensities [Phys.Rev.Lett. 93, 135701 (2004)]. In contrast,the potential energy per particle of the inherent structure does not correlatewell with the spatially distributed dynamics

Predicting the Long-Time Dynamic Heterogeneity in a Supercooled Liquid on the Basis of Short-Time Heterogeneities