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Equation of State for Turbulence in the Gross-Pitaevskii Model

Gevorg Martirosyan1,*, Kazuya Fujimoto2, and Nir Navon3,4

  • *Contact author: gevorgmartirosyan97@gmail.com

Phys. Rev. Lett. 136, 153401 – Published 14 April, 2026

DOI: https://doi.org/10.1103/1ppc-pl4k

Abstract

We report the numerical observation of a far-from-equilibrium equation of state (EOS) in the Gross-Pitaevskii (GP) model. We first show that the momentum distribution of the turbulent cascade is well described by wave-turbulent kinetic theory in the appropriate limits. Calculating the energy and particle fluxes Πϵ(k) and ΠN(k), we show that the turbulent state possesses the hallmarks of a direct energy cascade. Building on this, we show that the GP model encodes a universal EOS in the form of a relationship between the turbulent cascade’s momentum distribution amplitude n0 and the energy flux ε in the steady state. We find that in our regime of “mixed” turbulence—where both vortices and waves play a significant role—n0∝ε0.67(2), a result that is not captured by any existing theory of turbulence but that agrees with a recent experimental measurement for large energy fluxes. Finally, we find that the concept of quasi-static thermodynamic processes between equilibrium states extends to far-from-equilibrium steady states.

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  38. See Supplemental Material at http://link.aps.org/supplemental/10.1103/1ppc-pl4k for the details of our simulations, calculation details for momentum-resolved fluxes, comments on the sharpness of the cascade front, the details of time dependence of state variables, comparisons of our results to experiments and weak wave turbulence theory, and an analysis of compressible and incompressible parts of the energy spectrum, which includes Refs. [39–41].
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  53. Note that ξt is not directly present in the axes of Fig. 3, but is used in the calculation of n0=Nkk3(kξt)0.5.

  54. The independence of our EOS with kD presumably will not hold for large enough kD (beyond what we studied), as it is reasonable to expect that as k→∞ (with k<kD), WWT results should be recovered.

  55. For an extensive comparison of our EOS to the prediction of 4-wave theory (as well as how the respective Nk can be deduced), see Sec. VII and Fig. S3 [38].

  56. The factor of ξ0.5 on the y axis is a finite-kD effect, but even in its absence our EOS would depend on n; within the GP model, only the WWT prediction of a power-law EOS with an exponent of 1/3 is independent of n.

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  62. At lower momenta (k≲kξ) the particles interact more strongly, and the 4-wave WWT description is not expected to work. In the presence of a condensate, the proper quasiparticles to consider for kξ≲1 are the Bogoliubov phonons, for which the appropriate WWT description is a wave-kinetic equation with 3-wave interactions. In our simulations, a description in terms of an equilibrium-like condensate is meaningless since for our strong drives, the Bogoliubov approximation is invalid.

  63. Interestingly, a recent experiment has observed that the momentum distribution of 2D shaken Bose gases also becomes isotropic at k≈kξ [60].

  64. Experimentally, kD is bounded, so the separation between the injection scale k0∝kξ and kD—and hence the region where the 4-wave WWT theory is applicable—is reduced for stronger interactions.

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