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Thermalization in a nonlinear variant of the discrete nonlinear Schrödinger equation

Yagmur Kati1,*, Aleksandra Maluckov2, Ana Mancic3, and Panayotis Kevrekidis4,5

  • *Contact author: yagmur.kati@hu-berlin.de

Phys. Rev. E 114, 034201 – Published 1 September, 2026

DOI: https://doi.org/10.1103/nfym-zysm

Abstract

We study the thermalization properties of a fully nonlinear lattice model originally derived from the two-dimensional cubic defocusing nonlinear Schrödinger equation (NLS) using analytical and numerical methods. The model conserves both energy and norm, whose densities define a microcanonical energy-norm parameter space, while the nonlinear nearest-neighbor coupling is controlled by a parameter D. Within this space, our analysis identifies broad parameter regimes in which the dynamics is ergodic not only within but also outside the standard Gibbs region, indicating the need for a modified statistical description. At higher energies, the system instead exhibits long-lived compacton-mediated localization and signatures of weak nonergodicity, as evidenced by finite-time variances, excursion-time statistics, and probability distributions of local amplitudes. We show that stronger coupling D enhances fluctuations and accelerates the crossover of the finite-time variance of the local norm density from an initial ∼T−1/2 decay toward the faster ∼T−1 decay characteristic of ergodic thermalization, where T denotes the averaging time. In the high-energy regime, weak coupling D≤1 favors persistent single-site compacton localization, whereas stronger coupling D>1 yields long-lived two-site localization. Our results provide insights into the interplay between thermalization, localization, and non-Gibbs statistical behavior in genuinely nonlinear systems.

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References (57)

  1. F. Lederer, G. I. Stegeman, D. N. Christodoulides, G. Assanto, M. Segev, and Y. Silberberg, Discrete solitons in optics, Phys. Rep. 463, 1 (2008).
  2. O. Morsch and M. Oberthaler, Dynamics of Bose-Einstein condensates in optical lattices, Rev. Mod. Phys. 78, 179 (2006).
  3. V. Nesterenko, Dynamics of Heterogeneous Materials (Springer-Verlag, New York, 2001).
  4. Y. Starosvetsky, K. Jayaprakash, M. A. Hasan, and A. Vakakis, Topics on the Nonlinear Dynamics and Acoustics of Ordered Granular Media (World Scientific, Singapore, 2017).
  5. M. Sato, B. E. Hubbard, and A. J. Sievers, Colloquium: Nonlinear energy localization and its manipulation in micromechanical oscillator arrays, Rev. Mod. Phys. 78, 137 (2006).
  6. M. Remoissenet, Waves Called Solitons (Springer-Verlag, Berlin, 1999).
  7. M. Peyrard, Nonlinear dynamics and statistical physics of DNA, Nonlinearity 17, R1 (2004).
  8. T. Dauxois and M. Peyrard, Physics of Solitons (Cambridge University Press, Cambridge, 2006).
  9. S. Aubry, Discrete breathers: Localization and transfer of energy in discrete Hamiltonian nonlinear systems, Physica D 216, 1 (2006).
  10. S. Flach and A. V. Gorbach, Discrete breathers — Advances in theory and applications, Phys. Rep. 467, 1 (2008).
  11. C. Chong and P. G. Kevrekidis, Coherent Structures in Granular Crystals: From Experiment and Modelling to Computation and Mathematical Analysis, 1st ed. (Springer International Publishing, Cham, Switzerland, 2018).
  12. J. C. Eilbeck and M. Johansson, in Localization and Energy Transfer in Nonlinear Systems, edited by L. Vázquez, R. S. MacKay, and M. P. Zorzano (World Scientific, Singapore, 2003), pp. 44–67.
  13. M. Ablowitz, B. Prinari, and A. Trubatch, Discrete and Continuous Nonlinear Schrödinger Systems (Cambridge University Press, Cambridge, 2004).
  14. P. Kevrekidis, The Discrete Nonlinear Schrödinger Equation, 1st ed. (Springer-Verlag, Heidelberg, 2009).
  15. R. Cruickshank, F. Lorenzi, A. La Rooij, E. F. Kerr, T. Hilker, S. Kuhr, L. Salasnich, and E. Haller, Experimental observation of single- and multisite matter-wave solitons in an optical accordion lattice, Phys. Rev. Lett. 135, 263404 (2025).
  16. E. Fermi, P. Pasta, S. Ulam, and M. Tsingou, Studies of the nonlinear problems, Tech. Rep. No. LA-1940, Los Alamos National Laboratory LANL, Los Alamos, NM, United States, 1955.
  17. M. A. Porter, N. J. Zabusky, B. Hu, and D. K. Campbell, Fermi, Pasta, Ulam and the birth of experimental mathematics, Am. Sci. 97, 214 (2009).
  18. K. O. Rasmussen, T. Cretegny, P. G. Kevrekidis, and N. Grønbech-Jensen, Statistical mechanics of a discrete nonlinear system, Phys. Rev. Lett. 84, 3740 (2000).
  19. S. Iubini, R. Franzosi, R. Livi, G.-L. Oppo, and A. Politi, Discrete breathers and negative-temperature states, New J. Phys. 15, 023032 (2013).
  20. T. Mithun, Y. Kati, C. Danieli, and S. Flach, Weakly nonergodic dynamics in the Gross-Pitaevskii lattice, Phys. Rev. Lett. 120, 184101 (2018).
  21. T. Mithun, C. Danieli, Y. Kati, and S. Flach, Dynamical glass and ergodization times in classical Josephson junction chains, Phys. Rev. Lett. 122, 054102 (2019).
  22. C. Danieli, T. Mithun, Y. Kati, D. K. Campbell, and S. Flach, Dynamical glass in weakly nonintegrable Klein-Gordon chains, Phys. Rev. E 100, 032217 (2019).
  23. Y. Kati, X. Yu, and S. Flach, Density resolved wave packet spreading in disordered Gross-Pitaevskii lattices, SciPost Phys. Core 3, 006 (2020).
  24. Y. Kati, M. V. Fistul, A. Y. Cherny, and S. Flach, Anderson localization of excitations in disordered Gross-Pitaevskii lattices, Phys. Rev. A 104, 053307 (2021).
  25. M. Malishava and S. Flach, Thermalization dynamics of macroscopic weakly nonintegrable maps, Chaos 32, 063113 (2022).
  26. F. O. Wu, A. U. Hassan, and D. N. Christodoulides, Thermodynamic theory of highly multimoded nonlinear optical systems, Nat. Photon. 13, 776 (2019).
  27. N. K. Efremidis and D. N. Christodoulides, Thermodynamic optical pressures in tight-binding nonlinear multimode photonic systems, Commun. Phys. 5, 286 (2022).
  28. K. G. Makris, F. O. Wu, P. S. Jung, and D. N. Christodoulides, Statistical mechanics of weakly nonlinear optical multimode gases, Opt. Lett. 45, 1651 (2020).
  29. M. Lian, Z. Xiong, Y. Chen, and J.-T. Lü, Nonlinear optical thermodynamics from a van der Waals-type mean-field theory, arXiv:2603.14865.
  30. E. Kabat, S. Mohapatra, P. G. Kevrekidis, and T. Kottos, Optical thermodynamics beyond the weak nonlinearity limit, Phys. Rev. Lett. (2026), doi: 10.1103/372m-bnpr.
  31. M. Baldovin, S. Iubini, R. Livi, and A. Vulpiani, Statistical mechanics of systems with negative temperature, Phys. Rep. 923, 1 (2021).
  32. S. Iubini and A. Politi, Effective grand canonical description of condensation in negative-temperature regimes, Phys. Rev. Lett. 134, 097102 (2025).
  33. J. Colliander, M. Keel, G. Staffilani, H. Takaoka, and T. Tao, Transfer of energy to high frequencies in the cubic defocusing nonlinear Schrödinger equation, Invent. math. 181, 39 (2010).
  34. J. E. Colliander, J. L. Marzuola, T. Oh, and G. Simpson, Behavior of a model dynamical system with applications to weak turbulence, Exp. Math. 22, 250 (2013).
  35. R. Parker, P. Germain, J. Cuevas-Maraver, A. Aceves, and P. Kevrekidis, Standing and traveling waves in a minimal nonlinearly dispersive lattice model, Physica D 467, 134273 (2024).
  36. A. D. Jones, G. Simpson, and W. Wilson, Conservative integrators for a toy model of weak turbulence, J. Comput. Appl. Math. 325, 113 (2017).
  37. S. Herr and J. Marzuola, On discrete rarefaction waves in an NLS toy model for weak turbulence, Indiana Univ. Math. J. 65, 753 (2016).
  38. T. Mithun, A. Maluckov, B. M. Manda, C. Skokos, A. Bishop, A. Saxena, A. Khare, and P. G. Kevrekidis, Thermalization in the one-dimensional Salerno model lattice, Phys. Rev. E 103, 032211 (2021).
  39. M. Salerno, Quantum deformations of the discrete nonlinear Schrödinger equation, Phys. Rev. A 46, 6856 (1992).
  40. D. J. Scalapino, M. Sears, and R. A. Ferrell, Statistical mechanics of one-dimensional Ginzburg-Landau fields, Phys. Rev. B 6, 3409 (1972).
  41. P. G. Kevrekidis and V. V. Konotop, Bright compact breathers, Phys. Rev. E 65, 066614 (2002).
  42. P. G. Kevrekidis, V. V. Konotop, A. R. Bishop, and S. Takeno, Discrete compactons: Some exact results, J. Phys. A: Math. Gen. 35, L641 (2002).
  43. J. L. Marzuola and J. C. Mattingly, Discrete bound states in a toy model for weak turbulence and implications for the invariant measure, Commun. Math. Sci. 24, 1635 (2026).
  44. J. A. Krumhansl and J. R. Schrieffer, Dynamics and statistical mechanics of a one-dimensional model Hamiltonian for structural phase transitions, Phys. Rev. B 11, 3535 (1975).
  45. P. Talkner and P. Hänggi, Colloquium: Statistical mechanics and thermodynamics at strong coupling: Quantum and classical, Rev. Mod. Phys. 92, 041002 (2020).
  46. S. L. Adler, Quantum Theory as an Emergent Phenomenon: The Statistical Mechanics of Matrix Models as the Precursor of Quantum Field Theory (Cambridge University Press, Cambridge, UK, 2004).
  47. C. Danieli, D. K. Campbell, and S. Flach, Intermittent many-body dynamics at equilibrium, Phys. Rev. E 95, 060202(R) (2017).
  48. G. Bel and E. Barkai, Weak ergodicity breaking with deterministic dynamics, Europhys. Lett. 74, 15 (2006).
  49. A. Rebenshtok and E. Barkai, Weakly non-ergodic statistical physics, J. Stat. Phys. 133, 565 (2008).
  50. A. Rebenshtok and E. Barkai, Distribution of time-averaged observables for weak ergodicity breaking, Phys. Rev. Lett. 99, 210601 (2007).
  51. B. Rumpf, Simple statistical explanation for the localization of energy in nonlinear lattices with two conserved quantities, Phys. Rev. E 69, 016618 (2004).
  52. B. Rumpf, Stable and metastable states and the formation and destruction of breathers in the discrete nonlinear Schrödinger equation, Physica D 238, 2067 (2009).
  53. P. Buonsante, R. Franzosi, and A. Smerzi, On the dispute between Boltzmann and Gibbs entropy, Ann. Phys. 375, 414 (2016).
  54. P. Buonsante, R. Franzosi, and A. Smerzi, Phase transitions at high energy vindicate negative microcanonical temperature, Phys. Rev. E 95, 052135 (2017).
  55. Y. Kati, A. Maluckov, A. Mancic, and P. Kevrekidis, Data and scripts for: On Thermalization in a Nonlinear Variant of the Discrete NLS Equation, [Dataset], Zenodo, 2026, https://doi.org/10.5281/zenodo.21073593.
  56. Y. Kati, A. Maluckov, A. Mancic, and P. G. Kevrekidis, Thermalization analysis of a nonlinear variant of the discrete nonlinear Schrödinger equation, 2026, https://doi.org/10.18452/37309.
  57. github.com/YagmurKati/nonlinear-dnls-thermalization.

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