- Open Access
Convection patterns in nonequilibrium Kawasaki dynamics at low temperature
Phys. Rev. E 114, 014147 – Published 27 July, 2026
DOI: https://doi.org/10.1103/r6d8-bcd1
Abstract
We study a conservative stochastic lattice gas (Kawasaki dynamics) coupled in the bulk to a heat bath, which leads to standard phase separation at low uniform temperatures. Instead, a macroscopic temperature gradient drives the system into a nonequilibrium steady state. In this state, the usual long-range order is replaced by robust convection patterns, featuring regularly spaced stripe structures. We show that these nonequilibrium states differ markedly from equilibrium configurations with the same local temperature profiles. Finally, we develop a macroscopic description that captures these behaviors and provides a unified framework for understanding the observed patterns.
Physics Subject Headings (PhySH)
Article Text
References (55)
- B. Schmittmann and R. K. P. Zia, Statistical mechanics of driven diffusive systems, in Phase Transitions and Critical Phenomena, edited by C. Domb and J. L. Lebowitz (Academic Press, New York, NY, 1995), Vol. 17, pp. 3–214.
- B. Derrida, An exactly soluble non-equilibrium system: The asymmetric simple exclusion process, Phys. Rep. 301, 65 (1998).
- L. Bertini, A. De Sole, D. Gabrielli, G. Jona-Lasinio, and C. Landim, Macroscopic fluctuation theory for stationary non-equilibrium states, J. Stat. Phys. 107, 635 (2002).
- U. Seifert, Stochastic thermodynamics, fluctuation theorems and molecular machines, Rep. Prog. Phys. 75, 126001 (2012).
- C. Maes, Frenesy: Time-symmetric dynamical activity in nonequilibria, Phys. Rep. 850, 1 (2020).
- G. Grinstein, D.-H. Lee, and S. Sachdev, Conservation laws, anisotropy, and “self-organized criticality” in noisy nonequilibrium systems, Phys. Rev. Lett. 64, 1927 (1990).
- P. L. Garrido, J. L. Lebowitz, C. Maes, and H. Spohn, Long-range correlations for conservative dynamics, Phys. Rev. A 42, 1954 (1990).
- H. Tasaki, A remark on the choice of stochastic transition rates in driven nonequilibrium systems, arXiv:cond-mat/0407262
- K. Adachi and H. Nakano, Power-law correlation in the homogeneous disordered state of anisotropically self-propelled systems, Phys. Rev. Res. 6, 033234 (2024).
- H. Nakano and K. Adachi, Universal properties of repulsive self-propelled particles and attractive driven particles, Phys. Rev. Res. 6, 013074 (2024).
- T. Vicsek, A. Czirók, E. Ben-Jacob, I. Cohen, and O. Shochet, Novel type of phase transition in a system of self-driven particles, Phys. Rev. Lett. 75, 1226 (1995).
- S. Ramaswamy, The mechanics and statistics of active matter, Annu. Rev. Condens. Matter Phys. 1, 323 (2010).
- M. C. Marchetti, J. F. Joanny, S. Ramaswamy, T. B. Liverpool, J. Prost, M. Rao, and R. A. Simha, Hydrodynamics of soft active matter, Rev. Mod. Phys. 85, 1143 (2013).
- M. E. Cates and J. Tailleur, Motility-induced phase separation, Annu. Rev. Condens. Matter Phys. 6, 219 (2015).
- G. Eyink, J. L. Lebowitz, and H. Spohn, Hydrodynamics of stationary non-equilibrium states for some stochastic lattice gas models, Commun. Math. Phys. 132, 253 (1990).
- T. Bodineau and B. Derrida, Current fluctuations in nonequilibrium diffusive systems: An additivity principle, Phys. Rev. Lett. 92, 180601 (2004).
- L. Bertini, A. De Sole, D. Gabrielli, G. Jona-Lasinio, and C. Landim, Macroscopic fluctuation theory, Rev. Mod. Phys. 87, 593 (2015).
- K. Mallick, H. Moriya, and T. Sasamoto, Exact solution of the macroscopic fluctuation theory for the symmetric exclusion process, Phys. Rev. Lett. 129, 040601 (2022).
- G. Jona-Lasinio, Large fluctuations in non-equilibrium physics, Nonlinear Processes Geophys. 30, 253 (2023).
- T. Bodineau and B. Derrida, A perturbative approach to the macroscopic fluctuation theory, J. Stat. Phys. 192, 51 (2025).
- S. Chandrasekhar, Hydrodynamic and Hydromagnetic Stability (Clarendon Press, Oxford, UK, 1961).
- M. C. Cross and P. C. Hohenberg, Pattern formation outside of equilibrium, Rev. Mod. Phys. 65, 851 (1993).
- A. V. Getling, Rayleigh-Benard Convection: Structures and Dynamics (World Scientific, Singapore, 1998).
- R. J. Stevens, R. Hartmann, R. Verzicco, and D. Lohse, How wide must Rayleigh-Bénard cells be to prevent finite aspect ratio effects in turbulent flow? J. Fluid Mech. 1000, A58 (2024).
- A. M. Turing, The chemical basis of morphogenesis, Philos. Trans. R. Soc. Lond. B 237, 37 (1952).
- I. Prigogine and R. Lefever, Symmetry breaking instabilities in dissipative systems, J. Chem. Phys. 48, 1695 (1968).
- I. Prigogine, Structure, dissipation and life, in Theoretical Physics and Biology, edited by M. Marois (North-Holland Publishing Company, Amsterdam, 1969), pp. 23–42.
- G. Nicolis and I. Prigogine, Self-Organization in Nonequilibrium Systems: From Dissipative Structures to Order through Fluctuations (John Wiley & Sons, New York, NY, 1977).
- S. Katz, J. L. Lebowitz, and H. Spohn, Phase transitions in stationary nonequilibrium states of model lattice systems, Phys. Rev. B 28, 1655 (1983).
- S. Katz, J. Lebowitz, and H. Spohn, Nonequilibrium steady states of stochastic lattice gas models of fast ionic conductors, J. Stat. Phys. 34, 497 (1984).
- R. Dickman and R. K. P. Zia, Driven Widom-Rowlinson lattice gas, Phys. Rev. E 97, 062126 (2018).
- G. E. F. Oliveira, R. Dickman, M. O. Lavrentovich, and R. K. P. Zia, Pattern formation in a coupled driven diffusive system, Phys. Rev. E 113, 014105 (2026).
- T. H. R. Smith, O. Vasilyev, D. B. Abraham, A. Maciołek, and M. Schmidt, Interfaces in driven Ising models: Shear enhances confinement, Phys. Rev. Lett. 101, 067203 (2008).
- T. H. R. Smith, O. Vasilyev, A. Maciołek, and M. Schmidt, Laterally driven interfaces in the three-dimensional Ising lattice gas, Phys. Rev. E 82, 021126 (2010).
- T. Sadhu, Z. Shapira, and D. Mukamel, Interface phase transition induced by a driven line in two dimensions, Phys. Rev. Lett. 109, 130601 (2012).
- Y. He and R. B. Pandey, Driven diffusion, Kawasaki dynamics, mixing, and spatial ordering in an interacting lattice gas, Phys. Rev. Lett. 71, 565 (1993).
- J. M. Gonzalez-Miranda, P. L. Garido, J. Marro, and J. L. Lebowitz, Nonequilibrium phase diagram of Ising model with competing dynamics, Phys. Rev. Lett. 59, 1934 (1987).
- T. Tomé and M. J. de Oliveira, Self-organization in a kinetic Ising model, Phys. Rev. A 40, 6643 (1989).
- R. A. Dumer and M. Godoy, Metastable states in the Ising model with Glauber-Kawasaki competing dynamics, Phys. Rev. E 110, 024315 (2024).
- K. Blom, U. Thiele, and A. Godec, Dynamic models for two nonreciprocally coupled fields: A microscopic derivation for zero, one, and two conservation laws, SciPost Phys. 20, 005 (2026).
- M. Colangeli, C. Giardinà, C. Giberti, and C. Vernia, Nonequilibrium two-dimensional Ising model with stationary uphill diffusion, Phys. Rev. E 97, 030103(R) (2018).
- M. Colangeli, C. Giberti, C. Vernia, and M. Kröger, Emergence of stationary uphill currents in 2D Ising models: The role of reservoirs and boundary conditions, Eur. Phys. J. Spec. Top. 228, 69 (2019).
- C. Giardinà, The non-equilibrium Ising model in two dimensions: A numerical study, Markov Processes Relat. Fields 26, 167 (2020).
- M. Colangeli, C. Giberti, and C. Vernia, Uphill diffusions in single and multi-species systems, J. Phys. A: Math. Theor. 56, 393001 (2023).
- M. Pleimling, B. Schmittmann, and R. K. P. Zia, Convection cells induced by spontaneous symmetry breaking, Europhys. Lett. 89, 50001 (2010).
- L. Li and M. Pleimling, Formation of nonequilibrium modulated phases under local energy input, Europhys. Lett. 98, 30004 (2012).
- P. K. Jaiswal, S. Puri, and K. Binder, Phase separation in thin films: Effect of temperature gradients, Europhys. Lett. 103, 66003 (2013).
- M. V. den Brande, F. Huveneers, and K. Adachi, Mean-field convective phase separation under thermal gradients, arXiv:2603.06214.
- O. Kallenberg, Foundations of Modern Probability, 3rd ed., Probability Theory and Stochastic Modelling Vol. 99 (Springer, Cham, 2021).
- C.-N. Yang, The spontaneous magnetization of a two-dimensional Ising model, Phys. Rev. 85, 808 (1952).
- N. Borchers, M. Pleimling, and R. K. P. Zia, Nonequilibrium statistical mechanics of a two-temperature Ising ring with conserved dynamics, Phys. Rev. E 90, 062113 (2014).
- H. Spohn and H. T. Yau, Bulk diffusivity of lattice gases close to criticality, J. Stat. Phys. 79, 231 (1995).
- A. J. Bray, Theory of phase-ordering kinetics, Adv. Phys. 43, 357 (1994).
- D. Gilbarg and N. S. Trudinger, Elliptic Partial Differential Equations of Second Order (Springer, Berlin 2015), Vol. 224.
- https://github.com/MeanderVandenBrande/Convection-Patterns-in-Nonequilibrium-Kawasaki-Dynamics.