We consider the d-dimensional transverse-field Ising model with power-law
interactions J/rd+σ in the presence of a noisy longitudinal field
with zero average. We study the longitudinal-magnetization dynamics of an
initial paramagnetic state after a sudden switch-on of both the interactions
and the noisy field. While the system eventually relaxes to an
infinite-temperature state with vanishing magnetization correlations, we find
that two-time correlation functions show aging at intermediate times. Moreover,
for times shorter than the inverse noise strength κ and distances longer
than a(J/κ)2/σ with a being the lattice spacing, we find a
critical scaling regime of correlation and response functions consistent with
the model A dynamical universality class with an initial-slip exponent
θ=1 and dynamical critical exponent z=σ/2. We obtain our results
analytically by deriving an effective action for the magnetization field
including the noise in a non-perturbative way. The above scaling regime is
governed by a non-equilibrium fixed point dominated by the noise fluctuations.Comment: Accepted version, 11 pages, 5 figure