# Stochastic Two-temperature Nonequilibrium Ising model

**Authors:** Debraj Dutta, Ritwick Sarkar, Urna Basu

arXiv: 2509.00494 · 2026-03-18

## TL;DR

This study explores the nonequilibrium stationary state of a 2D Ising model with stochastic temperature modulation, revealing non-monotonic responses and a Boltzmann-like state with an effective temperature, highlighting intrinsic nonequilibrium features.

## Contribution

It introduces a stochastic dichotomous temperature modulation in the Ising model and analyzes its effects on NESS, providing a renewal approach and dynamical response theory for the first time.

## Key findings

- Magnetization and energy show non-monotonic dependence on switching rate
- In the slow-switching limit, a renewal approach explains the dynamics
- A finite energy current confirms the nonequilibrium nature

## Abstract

We investigate the nonequilibrium stationary state (NESS) of the two-dimensional Ising model under a stochastic dichotomous modulation of temperature, which alternates between $T_c \pm \delta$ around the critical temperature $T_c$ at a rate $\gamma$. Both magnetization and energy exhibit non-monotonic dependence on $\gamma$, explained by a renewal approach in the slow-switching limit, while for small $\delta$ dynamical response theory quantitatively captures the $\gamma$-dependence of the observables. In the fast-switching regime, the NESS appears Boltzmann-like with a $\gamma$-dependent effective temperature. However, a finite energy current flowing through the system from hot to cold reservoir confirms the intrinsic nonequilibrium nature of the dynamics.

## Full text

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## Figures

27 figures with captions in the complete paper: https://tomesphere.com/paper/2509.00494/full.md

## References

41 references — full list in the complete paper: https://tomesphere.com/paper/2509.00494/full.md

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Source: https://tomesphere.com/paper/2509.00494