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Violation of the Fluctuation Dissipation Theorem during Domain Growth in the Long-range Ising Model

Parbati Saha, Sanjay Puri, Varsha Banerjee

TL;DR

This work investigates aging and fluctuation-dissipation theorem (FDT) violations during domain growth in a two-dimensional long-range Ising model (LRIM) with nonconserved (Glauber) and conserved (Kawasaki) dynamics. Using the generalized FDT framework and an off-equilibrium method to compute the integrated response $\chi(t,t_w)$, it characterizes two-time quantities $C(t,t_w)$, $R(t,t_w)$, and the effective temperature $T_{\rm eff}(t,t_w)$ across interaction ranges set by $\sigma$ with Ewald summation for LR interactions. Key findings include strong FDT violations with $T_{\rm eff}(t,t_w) \to \infty$ as $t\to\infty$, aging scaling of $\chi(t,t_w)$ and $T_{\rm eff}(t,t_w)$ that depends on $\sigma$ and dynamics, and a clear separation between SU in spatial morphologies (via $C_{\rm sp}(r,t)$) and non-SU behavior in two-time observables. Bray–Rutenberg growth exponents are recovered with $\sigma$-dependent crossover between GD and KD, while the susceptibility exponent $a$ varies smoothly with $\sigma$ (no kink at $\sigma=1$), illustrating distinct effects of interaction range and conservation on aging in LR systems.

Abstract

The celebrated {\it fluctuation dissipation theorem} (FDT) does not apply to nonequilibrium systems. In this context, Cugliandolo and Kurchan [Phys. Rev. Lett. {\bf 71}, 173 (1993)] introduced a generalized FDT which interprets the nonequilibrium evolution as a composition of {\it time sectors} corresponding to different {\it effective temperatures}. We use this framework to study domain growth in the $d=2$ long-range Ising model (LRIM) with nonconserved kinetics ({\it Glauber spin-flip}) and conserved kinetics ({\it Kawasaki spin-exchange}). We study the dynamical scaling and super-universal (SU) scaling of various two-time quantities, e.g., autocorrelation function, response function, effective temperature, etc. In particular, we investigate how the interaction range and conservation laws affect these characteristic features of domain growth.

Violation of the Fluctuation Dissipation Theorem during Domain Growth in the Long-range Ising Model

TL;DR

This work investigates aging and fluctuation-dissipation theorem (FDT) violations during domain growth in a two-dimensional long-range Ising model (LRIM) with nonconserved (Glauber) and conserved (Kawasaki) dynamics. Using the generalized FDT framework and an off-equilibrium method to compute the integrated response , it characterizes two-time quantities , , and the effective temperature across interaction ranges set by with Ewald summation for LR interactions. Key findings include strong FDT violations with as , aging scaling of and that depends on and dynamics, and a clear separation between SU in spatial morphologies (via ) and non-SU behavior in two-time observables. Bray–Rutenberg growth exponents are recovered with -dependent crossover between GD and KD, while the susceptibility exponent varies smoothly with (no kink at ), illustrating distinct effects of interaction range and conservation on aging in LR systems.

Abstract

The celebrated {\it fluctuation dissipation theorem} (FDT) does not apply to nonequilibrium systems. In this context, Cugliandolo and Kurchan [Phys. Rev. Lett. {\bf 71}, 173 (1993)] introduced a generalized FDT which interprets the nonequilibrium evolution as a composition of {\it time sectors} corresponding to different {\it effective temperatures}. We use this framework to study domain growth in the long-range Ising model (LRIM) with nonconserved kinetics ({\it Glauber spin-flip}) and conserved kinetics ({\it Kawasaki spin-exchange}). We study the dynamical scaling and super-universal (SU) scaling of various two-time quantities, e.g., autocorrelation function, response function, effective temperature, etc. In particular, we investigate how the interaction range and conservation laws affect these characteristic features of domain growth.

Paper Structure

This paper contains 4 sections, 34 equations, 7 figures.

Figures (7)

  • Figure 1: Evolution snapshots for the LRIM with GD after a quench at $t=0$. The values of $\sigma$ and $t$ are as shown. The lateral system size is $L = 1024$. The up and down spins are marked blue and green, respectively.
  • Figure 2: Evolution snapshots for the LRIM with KD. The values of $\sigma$ and $t$ are as shown. The lateral system size is $L = 256$. The up and down spins are marked blue and green, respectively.
  • Figure 3: The upper row plots $C_{\rm sp}(r,t)$ vs. $r/\ell(t)$ for (a) GD at $t=128$, (b) KD at $t = 5120$. The lower row plots $C(t,t_w)$ vs. $\ell(t)/\ell(t_w)$ on a log-log scale for (c) GD with $t_w=32$, (d) KD with $t_w = 1024$. In all frames, we superpose data for $\sigma = 0.6,0.8,1.6,\infty$.
  • Figure 4: Plot of $T \chi(t,t_w)$ vs. $C(t,t_w)$ for the LRIM. We plot data for 3 values of $t_w$ (as indicated) for (a) GD with $\sigma=0.6$, (b) GD with $\sigma=1.6$, (c) GD with $\sigma=\infty$, (d) KD with $\sigma=0.6$, (e) KD with $\sigma=1.6$, (f) KD with $\sigma=\infty$. The straight line in each frame denotes the FDT line.
  • Figure 5: Plots of $T \chi(t,t_w)$ vs. $t_w$ on a log-log scale for (a) GD with $\sigma = 0.6$, (b) KD with $\sigma = 0.6$. The data sets correspond to fixed values of $t/t_w$, as indicated. The best-fit lines yield estimates of $a$. Scaling plots of $t_w^a T \chi(t,t_w)$ vs. $t/t_w$ with 3 values of $t_w$ for (c) GD with $\sigma = 0.6$, (d) KD with $\sigma = 0.6$. Scaling plots of $t_w^{-a} T_{\rm eff} (t,t_w)$ vs. $t/t_w$ with 3 values of $t_w$ for (e) GD with $\sigma = 0.6$, (f) KD with $\sigma = 0.6$.
  • ...and 2 more figures