We use a non-equilibrium simulation method to study the spin glass transition in three-dimensional Ising spin glasses. The transition point is repeatedly approached at finite velocity (temperature change versus time) in Monte Carlo simulations starting at a high temperature. The normally problematic critical slowing-down is not hampering this kind of approach, since the system equilibrates quickly at the initial temperature and the slowing-down is merely reflected in the dynamic scaling of the non-equilibrium order parameter with and the system size. The equilibrium limit does not have to be reached. For the dynamic exponent we obtain for bimodal couplings distribution and for the Gaussian case, thus supporting universal dynamic scaling (in contrast to recent claims of non-universal behavior).

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