- Open Access
Observation of a generalized Gibbs ensemble in photonics
Phys. Rev. A 113, 013514 – Published 9 January, 2026
DOI: https://doi.org/10.1103/xz2w-hndp
Abstract
In generic classical and quantum many-body systems, where typically energy and particle number are the only conserved quantities, stationary states are described by thermal equilibrium. In contrast, integrable systems showcase an infinite hierarchy of conserved quantities that inhibits conventional thermalization, forcing relaxation to a generalized Gibbs ensemble (GGE)—a concept first introduced in quantum many-body physics. In this study, we provide experimental evidence for the emergence of a GGE in a photonic system. By investigating partially coherent waves propagating in a normal dispersion optical fiber, governed by the one-dimensional defocusing nonlinear Schrödinger equation, we directly measure the density of states of the spectral parameter (rapidity) to confirm the time invariance of the full set of conserved charges. We also observe the relaxation of optical power statistics to the GGE's theoretical prediction, obtained using the experimentally measured density of states. These complementary measurements unambiguously establish the formation of a GGE in our photonic platform, highlighting its potential as a powerful tool for probing many-body integrability and bridging classical and quantum integrable systems.
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References (82)
- E. T. Jaynes, Information theory and statistical mechanics, Phys. Rev. 106, 620 (1957).
- E. T. Jaynes, Information theory and statistical mechanics. II, Phys. Rev. 108, 171 (1957).
- D. A. Abanin, E. Altman, I. Bloch, and M. Serbyn, Colloquium: Many-body localization, thermalization, and entanglement, Rev. Mod. Phys. 91, 021001 (2019).
- M. Serbyn, D. A. Abanin, and Z. Papić, Quantum many-body scars and weak breaking of ergodicity, Nat. Phys. 17, 675 (2021).
- A. Gromov and L. Radzihovsky, Colloquium: Fracton matter, Rev. Mod. Phys. 96, 011001 (2024).
- I. Bloch, J. Dalibard, and S. Nascimbène, Quantum simulations with ultracold quantum gases, Nat. Phys. 8, 267 (2012).
- X.-W. Guan and P. He, New trends in quantum integrability: Recent experiments with ultracold atoms, Rep. Prog. Phys. 85, 114001 (2022).
- P. Suret, S. Randoux, A. Gelash, D. Agafontsev, B. Doyon, and G. El, Soliton gas: Theory, numerics, and experiments, Phys. Rev. E 109, 061001 (2024).
- F. A. Smirnov, Form Factors in Completely Integrable Models of Quantum Field Theory (World Scientific, Singapore, 1992).
- V. E. Korepin, N. M. Bogoliubov, and A. G. Izergin, Quantum Inverse Scattering Method and Correlation Functions, Cambridge Monographs on Mathematical Physics (Cambridge University, Cambridge, 1993).
- L. D. Faddeev and L. A. Takhtajan, Hamiltonian Methods in the Theory of Solitons (Springer Berlin Heidelberg, Berlin, Heidelberg, 1987).
- A. Polkovnikov, K. Sengupta, A. Silva, and M. Vengalattore, Colloquium: Nonequilibrium dynamics of closed interacting quantum systems, Rev. Mod. Phys. 83, 863 (2011).
- S. Sotiriadis and P. Calabrese, Validity of the GGE for quantum quenches from interacting to noninteracting models, J. Stat. Mech. (2014) P07024.
- B. Doyon, Thermalization and pseudolocality in extended quantum systems, Commun. Math. Phys. 351, 155 (2017).
- M. Rigol, V. Dunjko, V. Yurovsky, and M. Olshanii, Relaxation in a completely integrable many-body quantum system: An ab initio study of the dynamics of the highly excited states of 1D lattice hard-core bosons, Phys. Rev. Lett. 98, 050405 (2007).
- P. Calabrese, F. H. L. Essler, and M. Fagotti, Quantum quench in the transverse-field Ising chain, Phys. Rev. Lett. 106, 227203 (2011).
- M. Kormos, M. Collura, and P. Calabrese, Analytic results for a quantum quench from free to hard-core one-dimensional bosons, Phys. Rev. A 89, 013609 (2014).
- B. Pozsgay, M. Mestyán, M. A. Werner, M. Kormos, G. Zaránd, and G. Takács, Correlations after quantum quenches in the spin chain: Failure of the generalized Gibbs ensemble, Phys. Rev. Lett. 113, 117203 (2014).
- F. H. L. Essler and M. Fagotti, Quench dynamics and relaxation in isolated integrable quantum spin chains, J. Stat. Mech. (2016) 064002.
- E. Ilievski, M. Medenjak, T. Prosen, and L. Zadnik, Quasilocal charges in integrable lattice systems, J. Stat. Mech. (2016) 064008.
- P. Calabrese, F. H. L. Essler, and G. Mussardo, Introduction to ‘quantum integrability in out of equilibrium systems', J. Stat. Mech. (2016) 064001.
- T. Langen, S. Erne, R. Geiger, B. Rauer, T. Schweigler, M. Kuhnert, W. Rohringer, I. E. Mazets, T. Gasenzer, and J. Schmiedmayer, Experimental observation of a generalized Gibbs ensemble, Science 348, 207 (2015).
- M. Takahashi, Thermodynamics of One-Dimensional Solvable Models (Cambridge University, Cambridge, 2005).
- E. Ilievski, E. Quinn, J. D. Nardis, and M. Brockmann, String-charge duality in integrable lattice models, J. Stat. Mech. (2016) 063101.
- J. M. Wilson, N. Malvania, Y. Le, Y. Zhang, M. Rigol, and D. S. Weiss, Observation of dynamical fermionization, Science 367, 1461 (2020).
- N. Malvania, Y. Zhang, Y. Le, J. Dubail, M. Rigol, and D. S. Weiss, Generalized hydrodynamics in strongly interacting 1D Bose gases, Science 373, 1129 (2021).
- L. Dubois, G. Thémèze, F. Nogrette, J. Dubail, and I. Bouchoule, Probing the local rapidity distribution of a one- dimensional Bose gas, Phys. Rev. Lett. 133, 113402 (2024).
- Y. Le, Y. Zhang, S. Gopalakrishnan, M. Rigol, and D. S. Weiss, Observation of hydrodynamization and local prethermalization in 1D Bose gases, Nature (London) 618, 494 (2023).
- K.-Y. Li, Y. Zhang, K. Yang, K.-Y. Lin, S. Gopalakrishnan, M. Rigol, and B. L. Lev, Rapidity and momentum distributions of one-dimensional dipolar quantum gases, Phys. Rev. A 107, L061302 (2023).
- M. Horvath, A. Bastianello, S. Dhar, R. Koch, Y. Guo, J.-S. Caux, M. Landini, and H.-C. Nägerl, Observing Bethe strings in an attractive Bose gas far from equilibrium, arXiv:2505.10550 [cond-mat.quant-gas].
- V. E. Zakharov, Turbulence in integrable systems, Stud. Appl. Math. 122, 219 (2009).
- D. Agafontsev and V. E. Zakharov, Integrable turbulence and formation of rogue waves, Nonlinearity 28, 2791 (2015).
- A. Gelash, D. Agafontsev, V. Zakharov, G. El, S. Randoux, and P. Suret, Bound state soliton gas dynamics underlying the spontaneous modulational instability, Phys. Rev. Lett. 123, 234102 (2019).
- T. Congy, G. A. El, G. Roberti, A. Tovbis, S. Randoux, and P. Suret, Statistics of extreme events in integrable turbulence, Phys. Rev. Lett. 132, 207201 (2024).
- A. Tikan, S. Bielawski, C. Szwaj, S. Randoux, and P. Suret, Single-shot measurement of phase and amplitude by using a heterodyne time-lens system and ultrafast digital time-holography, Nat. Photon. 12, 228 (2018).
- A. E. Kraych, D. Agafontsev, S. Randoux, and P. Suret, Statistical properties of the nonlinear stage of modulation instability in fiber optics, Phys. Rev. Lett. 123, 093902 (2019).
- G. Michel, F. Bonnefoy, G. Ducrozet, G. Prabhudesai, A. Cazaubiel, F. Copie, A. Tikan, P. Suret, S. Randoux, and E. Falcon, Emergence of peregrine solitons in integrable turbulence of deep water gravity waves, Phys. Rev. Fluids 5, 082801(R) (2020).
- I. Redor, H. Michallet, N. Mordant, and E. Barthélemy, Experimental study of integrable turbulence in shallow water, Phys. Rev. Fluids 6, 124801 (2021).
- P. Suret, A. Tikan, F. Bonnefoy, F. Copie, G. Ducrozet, A. Gelash, G. Prabhudesai, G. Michel, A. Cazaubiel, E. Falcon, G. El, and S. Randoux, Nonlinear spectral synthesis of soliton gas in deep-water surface gravity waves, Phys. Rev. Lett. 125, 264101 (2020).
- S. Randoux, P. Walczak, M. Onorato, and P. Suret, Intermittency in integrable turbulence, Phys. Rev. Lett. 113, 113902 (2014).
- S. Randoux, P. Walczak, M. Onorato, and P. Suret, Nonlinear random optical waves: Integrable turbulence, rogue waves and intermittency, Phys. D (Amsterdam, Neth.) 333, 323 (2016).
- G. P. Agrawal, Nonlinear Fiber Optics, 5th ed. (Academic, Amsterdam, 2013).
- Y. Bromberg, Y. Lahini, E. Small, and Y. Silberberg, Hanbury Brown and Twiss interferometry with interacting photons, Nat. Photon. 4, 721 (2010).
- S. Derevyanko and E. Small, Nonlinear propagation of an optical speckle field, Phys. Rev. A 85, 053816 (2012).
- G. D. V. D. Vecchio, A. Bastianello, A. D. Luca, and G. Mussardo, Exact out-of-equilibrium steady states in the semiclassical limit of the interacting Bose gas, SciPost Phys. 9, 002 (2020).
- T. Bonnemain, B. Doyon, and G. El, Generalized hydrodynamics of the KdV soliton gas, J. Phys. A: Math. Theor. 55, 374004 (2022).
- V. E. Zakharov, Kinetic equation for solitons, Zh. Eksp. Teor. Fiz. 60, 993 (1971) [Sov. Phys. JETP 33, 538 (1971)].
- G. A. El and A. M. Kamchatnov, Kinetic equation for a dense soliton gas, Phys. Rev. Lett. 95, 204101 (2005).
- G. A. El, Soliton gas in integrable dispersive hydrodynamics, J. Stat. Mech. (2021) 114001.
- O. A. Castro-Alvaredo, B. Doyon, and T. Yoshimura, Emergent hydrodynamics in integrable quantum systems out of equilibrium, Phys. Rev. X 6, 041065 (2016).
- B. Bertini, M. Collura, J. De Nardis, and M. Fagotti, Transport in out-of-equilibrium chains: Exact profiles of charges and currents, Phys. Rev. Lett. 117, 207201 (2016).
- A. D. Luca and G. Mussardo, Equilibration properties of classical integrable field theories, J. Stat. Mech. (2016) 064011.
- A. Bastianello, B. Doyon, G. Watts, and T. Yoshimura, Generalized hydrodynamics of classical integrable field theory: The sinh-Gordon model, SciPost Phys. 4, 045 (2018).
- R. Koch, J.-S. Caux, and A. Bastianello, Generalized hydrodynamics of the attractive non-linear Schrödinger equation, J. Phys. A: Math. Theor. 55, 134001 (2022).
- R. Koch and A. Bastianello, Exact thermodynamics and transport in the classical sine-Gordon model, SciPost Phys. 15, 140 (2023).
- Y. Bezzaz, L. Dubois, and I. Bouchoule, Rapidity distribution within the defocusing non-linear Schrödinger equation model, SciPost Phys. Core 6, 064 (2023).
- A. Bastianello, Z. Krajnik, and E. Ilievski, Landau-Lifschitz magnets: Exact thermodynamics and transport, Phys. Rev. Lett. 133, 107102 (2024).
- P. Suret, R. E. Koussaifi, A. Tikan, C. Evain, S. Randoux, C. Szwaj, and S. Bielawski, Single-shot observation of optical rogue waves in integrable turbulence using time microscopy, Nat. Commun. 7, 13136 (2016).
- A. Lebel, A. Tikan, S. Randoux, P. Suret, and F. Copie, Single-shot observation of breathers from noise-induced modulation instability using heterodyne temporal imaging, Opt. Lett. 46, 298 (2021).
- P. Dorey, Exact s-matrices, in Conformal Field Theories and Integrable Models, edited by Z. Horváth and L. Palla (Springer, Berlin, Heidelberg, 1997), pp. 85–125.
- C. Boldrighini, R. L. Dobrushin, and Y. M. Sukhov, One-dimensional hard rod caricature of hydrodynamics, J. Stat. Phys. 31, 577 (1983).
- B. Doyon and H. Spohn, Dynamics of hard rods with initial domain wall state, J. Stat. Mech. (2017) 073210.
- B. Doyon, T. Yoshimura, and J.-S. Caux, Soliton gases and generalized hydrodynamics, Phys. Rev. Lett. 120, 045301 (2018).
- E. Ilievski, J. De Nardis, B. Wouters, J.-S. Caux, F. H. L. Essler, and T. Prosen, Complete generalized Gibbs ensembles in an interacting theory, Phys. Rev. Lett. 115, 157201 (2015).
- J. Yang, Nonlinear Waves in Integrable and Nonintegrable Systems (SIAM, Philadelphia, 2010).
- A. Bastianello, A. Tikan, F. Copie, S. Randoux, and P. Suret, Observation of a generalized Gibbs ensemble in photonics, Zenodo (2025), doi:https://doi.org/10.5281/zenodo.15041561.
- G. A. El and M. A. Hoefer, Dispersive shock waves and modulation theory, Phys. D (Amsterdam, Neth.), 333, 11 (2016).
- Y. S. Kivshar and B. Luther-Davies, Dark optical solitons: Physics and applications, Phys. Rep. 298, 81 (1998).
- R. K. Bullough, D. J. Pilling, and J. Timonen, Quantum and classical statistical mechanics of the sinh-Gordon equation, J. Phys. A: Math. Gen. 19, L955 (1986).
- A. Tovbis and F. Wang, Spectral theory of soliton gases for the defocusing NLS equation, arXiv:2503.01132 [nlin.PS].
- A. Bastianello, L. Piroli, and P. Calabrese, Exact local correlations and full counting statistics for arbitrary states of the one-dimensional interacting Bose gas, Phys. Rev. Lett. 120, 190601 (2018).
- A. Bastianello and L. Piroli, From the sinh-Gordon field theory to the one-dimensional Bose gas: Exact local correlations and full counting statistics, J. Stat. Mech. (2018) 113104.
- E. H. Lieb and W. Liniger, Exact analysis of an interacting Bose gas. I. The general solution and the ground state, Phys. Rev. 130, 1605 (1963).
- E. H. Lieb, Exact analysis of an interacting Bose gas. II. The excitation spectrum, Phys. Rev. 130, 1616 (1963).
- T. Kinoshita, T. Wenger, and D. S. Weiss, A quantum Newton's cradle, Nature (London) 440, 900 (2006).
- J. Esteve, J.-B. Trebbia, T. Schumm, A. Aspect, C. I. Westbrook, and I. Bouchoule, Observations of density fluctuations in an elongated Bose gas: Ideal gas and quasicondensate regimes, Phys. Rev. Lett. 96, 130403 (2006).
- J. Armijo, T. Jacqmin, K. V. Kheruntsyan, and I. Bouchoule, Probing three-body correlations in a quantum gas using the measurement of the third moment of density fluctuations, Phys. Rev. Lett. 105, 230402 (2010).
- B. Doyon, Exact large-scale correlations in integrable systems out of equilibrium, SciPost Phys. 5, 054 (2018).
- J. De Nardis, B. Doyon, M. Medenjak, and M. Panfil, Correlation functions and transport coefficients in generalised hydrodynamics, J. Stat. Mech. (2022) 014002.
- F. Franchini, An Introduction to Integrable Techniques for One-Dimensional Quantum Systems (Springer, New York, 2017), Vol. 940.
- H. Bethe, Zur theorie der metalle, Z. Phys. 71, 205 (1931).
- M. G. Forest and D. W. McLaughlin, Spectral theory for the periodic sine-Gordon equation: A concrete viewpoint, J. Math. Phys. 23, 1248 (1982).