We construct the equations for the growth kinetics of an aging structural glass within mode-coupling theory through a non-stationary variant of the 3-density correlator defined in Phys. Rev. Lett. {\bf 97}, 195701 (2006). We solve a schematic form of the resulting equations to obtain the coarsening of the dynamic heterogeneity, characterized via the 3-point correlator , as a function of waiting time . For a quench into the glass, we find that attains a peak value at $t -t_w \sim t_w^{0.8}$, providing a theoretical basis for the numerical observations of Parisi [J. Phys. Chem. B , 4128 (1999)] and Kob and Barrat [Phys. Rev. Lett. , 4581 (1997)]. The aging is not “simple”: the dependence cannot be attributed to an evolving effective temperature.

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