- Open Access
Out-of-equilibrium behavior of quantum vortices: A comparison of point vortex dynamics and Fokker-Planck evolution
Phys. Rev. A 112, 013313 – Published 22 July, 2025
DOI: https://doi.org/10.1103/l8yk-kk5c
Abstract
An out-of-equilibrium two-dimensional superfluid relaxes towards equilibrium via a process of coarsening, driven by the annihilation of vortices with antivortices. Here we present a comparison of two different numerical models of this process, a dissipative point vortex model and Fokker-Planck evolution, across a wide range of initial configurations and levels of dissipation. We find that our dissipative point vortex model is well approximated by Fokker-Planck evolution only for very low initial energies per vortex, , when almost all vortices and antivortices are closely bound into dipoles. We observe that the dynamical critical exponent in the dissipative point vortex model undergoes a crossover, from a roughly constant value close to 2 for , to a value which depends explicitly on the initial conditions for .
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References (63)
- A. Bray, Theory of phase-ordering kinetics, Adv. Phys. 43, 357 (1994).
- K. Humayun and A. J. Bray, Non-equilibrium dynamics of the Ising model for , J. Phys. A: Math. Gen. 24, 1915 (1991).
- F. Rojas and A. D. Rutenberg, Dynamical scaling: The two-dimensional model following a quench, Phys. Rev. E 60, 212 (1999).
- A. Jelić and L. F. Cugliandolo, Quench dynamics of the 2d model, J. Stat. Mech. (2011) P02032.
- B. Yurke, A. N. Pargellis, T. Kovacs, and D. A. Huse, Coarsening dynamics of the model, Phys. Rev. E 47, 1525 (1993).
- B. D. Gaulin, S. Spooner, and Y. Morii, Kinetics of phase separation in , Phys. Rev. Lett. 59, 668 (1987).
- A. J. Groszek, P. Comaron, N. P. Proukakis, and T. P. Billam, Crossover in the dynamical critical exponent of a quenched two-dimensional Bose gas, Phys. Rev. Res. 3, 013212 (2021).
- P. C. Hohenberg and B. I. Halperin, Theory of dynamic critical phenomena, Rev. Mod. Phys. 49, 435 (1977).
- M. H. Anderson, J. R. Ensher, M. R. Matthews, C. E. Wieman, and E. A. Cornell, Observation of Bose-Einstein condensation in a dilute atomic vapor, Science 269, 198 (1995).
- K. B. Davis, M. O. Mewes, M. R. Andrews, N. J. van Druten, D. S. Durfee, D. M. Kurn, and W. Ketterle, Bose-Einstein condensation in a gas of sodium atoms, Phys. Rev. Lett. 75, 3969 (1995).
- J. R. Abo-Shaeer, C. Raman, J. M. Vogels, and W. Ketterle, Observation of vortex lattices in Bose-Einstein condensates, Science 292, 476 (2001).
- Y.-J. Lin, A. R. Perry, R. L. Compton, I. B. Spielman, and J. V. Porto, Rapid production of Bose-Einstein condensates in a combined magnetic and optical potential, Phys. Rev. A 79, 063631 (2009).
- K. E. Wilson, Z. L. Newman, J. D. Lowney, and B. P. Anderson, In situ imaging of vortices in Bose-Einstein condensates, Phys. Rev. A 91, 023621 (2015).
- G. Gauthier, I. Lenton, N. McKay Parry, M. Baker, M. J. Davis, H. Rubinsztein-Dunlop, and T. W. Neely, Direct imaging of a digital-micromirror device for configurable microscopic optical potentials, Optica 3, 1136 (2016).
- S. Erne, R. Bücker, T. Gasenzer, J. Berges, and J. Schmiedmayer, Universal dynamics in an isolated one-dimensional Bose gas far from equilibrium, Nature (London) 563, 225 (2018).
- M. Prüfer, P. Kunkel, H. Strobel, S. Lannig, D. Linnemann, C.-M. Schmied, J. Berges, T. Gasenzer, and M. K. Oberthaler, Observation of universal dynamics in a spinor Bose gas far from equilibrium, Nature (London) 563, 217 (2018).
- S. P. Johnstone, A. J. Groszek, P. T. Starkey, C. J. Billington, T. P. Simula, and K. Helmerson, Evolution of large-scale flow from turbulence in a two-dimensional superfluid, Science 364, 1267 (2019).
- J. A. P. Glidden, C. Eigen, L. H. Dogra, T. A. Hilker, R. P. Smith, and Z. Hadzibabic, Bidirectional dynamic scaling in an isolated Bose gas far from equilibrium, Nat. Phys. 17, 457 (2021).
- A. D. García-Orozco, L. Madeira, M. A. Moreno-Armijos, A. R. Fritsch, P. E. S. Tavares, P. C. M. Castilho, A. Cidrim, G. Roati, and V. S. Bagnato, Universal dynamics of a turbulent superfluid Bose gas, Phys. Rev. A 106, 023314 (2022).
- C. J. Pethick and H. Smith, Bose–Einstein Condensation in Dilute Gases, 2nd ed. (Cambridge University Press, Cambridge, 2008).
- L. Pitaevskii and S. Stringari, Bose-Einstein Condensation and Superfluidity, International Series of Monographs on Physics Vol. 164 (Oxford University Press, Oxford, 2016).
- M. Karl and T. Gasenzer, Strongly anomalous non-thermal fixed point in a quenched two-dimensional Bose gas, New J. Phys. 19, 093014 (2017).
- A. J. Groszek, M. J. Davis, and T. P. Simula, Decaying quantum turbulence in a two-dimensional Bose-Einstein condensate at finite temperature, SciPost Phys. 8, 039 (2020).
- A. J. Bray, A. J. Briant, and D. K. Jervis, Breakdown of scaling in the nonequilibrium critical dynamics of the two-dimensional model, Phys. Rev. Lett. 84, 1503 (2000).
- J. M. Kosterlitz and D. J. Thouless, Ordering, metastability and phase transitions in two-dimensional systems, J. Phys. C 6, 1181 (1973).
- J. M. Kosterlitz, The critical properties of the two-dimensional XY model, J. Phys. C 7, 1046 (1974).
- D. J. Bishop and J. D. Reppy, Study of the superfluid transition in two-dimensional films, Phys. Rev. Lett. 40, 1727 (1978).
- D. J. Bishop and J. D. Reppy, Study of the superfluid transition in two-dimensional films, Phys. Rev. B 22, 5171 (1980).
- Z. Hadzibabic, P. Krüger, M. Cheneau, B. Battelier, and J. Dalibard, Berezinskii–Kosterlitz–Thouless crossover in a trapped atomic gas, Nature (London) 441, 1118 (2006).
- H.-C. Chu and G. A. Williams, Quenched Kosterlitz–Thouless superfluid transitions, Physica B 284–288, 115 (2000).
- H.-C. Chu and G. A. Williams, Quenched Kosterlitz-Thouless superfluid transitions, Phys. Rev. Lett. 86, 2585 (2001).
- A. Forrester, H.-C. Chu, and G. A. Williams, Exact solution for vortex dynamics in temperature quenches of two-dimensional superfluids, Phys. Rev. Lett. 110, 165303 (2013).
- G. A. Williams, Fundamental connection between temperature-quenched 2D superfluids and 2D quantum turbulence, J. Low Temp. Phys. 208, 394 (2022).
- A. J. Bray, K. Humayun, and T. J. Newman, Kinetics of ordering for correlated initial conditions, Phys. Rev. B 43, 3699 (1991).
- H. Helmholtz, On integrals of the hydrodynamical equations, which express vortex motion, Transl. P. G. Tait, Phil. Mag. 33, 485 (1867).
- G. Kirchoff, Vorlesungen über Matematische Physik: Mechanik (Teuber, Leipzig, 1876).
- A. L. Fetter, Vortices in an imperfect Bose gas. IV. Translational velocity, Phys. Rev. 151, 100 (1966).
- G. Huber and P. Alstrøm, Universal decay of vortex density in two dimensions, Physica A 195, 448 (1993).
- H. Salman and D. Maestrini, Long-range ordering of topological excitations in a two-dimensional superfluid far from equilibrium, Phys. Rev. A 94, 043642 (2016).
- R. J. Tattersall, A. W. Baggaley, and T. P. Billam, Non-equilibrium dynamics of vortices in two-dimensional quantum gases: Determining the dynamical scaling region using the Mahalanobis distance, J. Low Temp. Phys. 215, 416 (2024).
- https://creativecommons.org/licenses/by/4.0/.
- J. B. Weiss and J. C. McWilliams, Nonergodicity of point vortices, Phys. Fluids 3, 835 (1991).
- B. I. Halperin, P. C. Hohenberg, and S.-k. Ma, Calculation of dynamic critical properties using Wilson's expansion methods, Phys. Rev. Lett. 29, 1548 (1972).
- A. D. Rutenberg and A. J. Bray, Energy-scaling approach to phase-ordering growth laws, Phys. Rev. E 51, 5499 (1995).
- P. K. Newton, The N-Vortex Problem: Analytical Techniques, Applied Mathematical Sciences Vol. 145 (Springer, New York, 2001).
- E. A. Novikov, Dynamics and statistics of a system of vortices, Zh. Eksp. Theor. Fiz. 68, 1868 (1975) [Sov. Phys. JETP 41, 937 (1975)].
- C. W. Gardiner, Stochastic Methods: A Handbook for the Natural and Social Sciences, 4th ed., Springer series in Synergetics (Springer, Berlin, 2009).
- A. W. Forrester, Superfluid theory: Vortex theory of the phase transition, pressure dependencies in equilibriated three-dimensional bulk, and vortex pair density in quenched two-dimensional film, Ph.D. thesis, University of California, Los Angeles, 2012.
- V. Ambegaokar, B. I. Halperin, D. R. Nelson, and E. D. Siggia, Dynamics of superfluid films, Phys. Rev. B 21, 1806 (1980).
- D. R. Nelson and J. M. Kosterlitz, Universal jump in the superfluid density of two-dimensional superfluids, Phys. Rev. Lett. 39, 1201 (1977).
- T. P. Billam, M. T. Reeves, B. P. Anderson, and A. S. Bradley, Onsager-Kraichnan condensation in decaying two-dimensional quantum turbulence, Phys. Rev. Lett. 112, 145301 (2014).
- A. J. Groszek, M. J. Davis, D. M. Paganin, K. Helmerson, and T. P. Simula, Vortex thermometry for turbulent two-dimensional fluids, Phys. Rev. Lett. 120, 034504 (2018).
- M. T. Reeves, T. P. Billam, B. P. Anderson, and A. S. Bradley, Inverse energy cascade in forced two-dimensional quantum turbulence, Phys. Rev. Lett. 110, 104501 (2013).
- B. Efron, An Introduction to the Bootstrap, Monographs on Statistics and Applied Probability Vol. 57 (Chapman & Hall, New York, 1993).
- T. P. Billam, M. T. Reeves, and A. S. Bradley, Spectral energy transport in two-dimensional quantum vortex dynamics, Phys. Rev. A 91, 023615 (2015).
- P. Prince and J. Dormand, High order embedded Runge-Kutta formulae, J. Comput. Appl. Math. 7, 67 (1981).
- J. Dormand and P. Prince, A family of embedded Runge-Kutta formulae, J. Comput. Appl. Math. 6, 19 (1980).
- P. C. Mahalanobis, On the generalised distance in statistics, Sankhya A 80, 1 (2018).
- M. Ester, H.-P. Kriegel, J. Sander, and X. Xiaowei, in Proceedings of the Second International Conference on Knowledge Discovery in Databases and Data Mining, Portland, 1996, edited by E. Simoudis, J. Han, and U. Fayyad (AAAI, Washington, DC, 1996), pp. 226–231.
- W. Zhao, Q. Wang, M. Liu, W. Zhang, Y. Wang, M. Chen, Y. Guo, K. He, X. Chen, Y. Wang, J. Wang, X. Xie, Q. Niu, L. Wang, X. Ma, J. K. Jain, M. Chan, and Q.-K. Xue, Evidence for Berezinskii–Kosterlitz–Thouless transition in atomically flat two-dimensional Pb superconducting films, Solid State Commun. 165, 59 (2013).
- J. M. Kosterlitz, Kosterlitz–Thouless physics: A review of key issues, Rep. Prog. Phys. 79, 026001 (2016).
- R. J. Tattersall, A. W. Baggaley, and T. P. Billam, Data supporting the publication of “Out of equilibrium behaviour of quantum vortices: A comparison of point vortex dynamics and Fokker-Planck evolution (2025)”, Newcastle University, Dataset, https://doi.org/10.25405/data.ncl.29337536.
- A. I. Khinchin, Mathematical Foundations of Statistical Mechanics (Dover, New York, 1949).