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    Out-of-equilibrium spinodal-like scaling behaviors across the magnetic first-order transitions of two-dimensional and three-dimensional Ising systems

    Phys. Rev. E 113, 014107 – Published 7 January, 2026

    DOI: https://doi.org/10.1103/w719-vnd4

    Abstract

    We study the out-of-equilibrium scaling behavior of two-dimensional and three-dimensional Ising systems, when they are slowly driven across their magnetic first-order transitions at low temperature T<Tc, where Tc is the temperature of their continuous transition. We consider Kibble-Zurek (KZ) protocols in which a spatially homogenous magnetic field h varies as h(t)=t/ts with a timescale ts. The KZ dynamics starts from negatively magnetized configurations equilibrated at hi<0 and stops at a positive value of h where the configurations acquire a positive average magnetization. We consider the Metropolis and the heat-bath dynamics, which are two specific examples of a purely relaxational dynamics. We focus on two different dynamic regimes. We consider the out-equilibrium finite-size scaling (OFSS) limit in which the system size L and the timescale ts diverge simultaneously, keeping an appropriate combination fixed. Then, we analyze the KZ dynamics in the thermodynamic limit (TL), obtained by taking first the L→∞ limit at fixed t and ts, and then considering the scaling behavior in the large-ts limit. Our numerical results provide evidence of OFSS, as predicted by general scaling arguments. The results in the TL show the emergence of spinodal-like behaviors: The passage from the negatively magnetized phase to the positively magnetized one occurs at positive values h*>0 of the magnetic field, which decrease as h*∼1/(lnts)κ, with κ=2 and κ=1 in two and three dimensions, respectively, for ts→∞. We identify σ≡t(lnt)κ/ts as the relevant scaling variable associated with the KZ dynamics in the TL.

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