Critical aging and relaxation dynamics in long-range systems

preprint2026arXivOpen access

Abstract

We study the dynamical scaling of long-range O(N)\mathrm{O}(N) models after a sudden quench to the critical temperature, using the functional renormalization group approach. We characterize both short-time aging and long-time relaxation as a function of the symmetry index NN, the interaction range decay exponent σσ and the dimension dd. Our results substantially improve on perturbative predictions, as demonstrated by benchmarks against Monte Carlo simulations and the large-NN limit. Finally, we demonstrate that long-range systems increase the performance of critical heat engines with respect to a local active medium.

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