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A gallery of maximum-entropy distributions: 14 and 21 moments

Published 28 Feb 2024 in math-ph, math.MP, and cond-mat.stat-mech | (2402.18453v1)

Abstract: This work explores the different shapes that can be realized by the one-particle velocity distribution functions (VDFs) associated with the fourth-order maximum-entropy moment method. These distributions take the form of an exponential of a polynomial of the particle velocity, with terms up to the fourth-order. The 14- and 21-moment approximations are investigated. Various non-equilibrium gas states are probed throughout moment space. The resulting maximum-entropy distributions deviate strongly from the equilibrium VDF, and show a number of lobes and branches. The Maxwellian and the anisotropic Gaussian distributions are recovered as special cases. The eigenvalues associated with the maximum-entropy system of transport equations are also illustrated for some selected gas states. Anisotropic and/or asymmetric non-equilibrium states are seen to be associated with a non-uniform spacial propagation of perturbations.

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References (40)
  1. Mathematical theory of transport processes in gases. North-Holland, 1972.
  2. Carlo Cercignani. The Boltzmann equation and its applications. Springer, 1988.
  3. Nonequilibrium molecular motion in a hypersonic shock wave. Science, 245(4918):624–626, 1989.
  4. Diffusive separation in rarefied plume interaction. Journal of Vacuum Science & Technology B, Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena, 40(6):064202, 2022.
  5. Gas flow in micro-channels. Journal of fluid mechanics, 284:257–274, 1995.
  6. Effects of continuum breakdown on hypersonic aerothermodynamics. Physics of Fluids, 19(2):027105, 2007.
  7. A spectral-lagrangian boltzmann solver for a multi-energy level gas. Journal of Computational Physics, 264:152–176, 2014.
  8. Modeling high-mach-number rarefied crossflows past a flat plate using the maximum-entropy moment method. Physics of Fluids, 35(8), 2023.
  9. Jean-Pierre Boeuf. Tutorial: Physics and modeling of hall thrusters. Journal of Applied Physics, 121(1):011101, 2017.
  10. Andrey Shagayda. Stationary electron velocity distribution function in crossed electric and magnetic fields with collisions. Physics of Plasmas, 19(8):083503, 2012.
  11. Effect of the initial vdfs in magnetic nozzle expansions. 2019.
  12. A regularized high-order moment model to capture non-maxwellian electron energy distribution function effects in partially ionized plasmas. Physics of Plasmas, 29(8):083507, 2022.
  13. Kinetic effects in a hall thruster discharge. Physics of Plasmas, 14(5):057104, 2007.
  14. F Taccogna and Laurent Garrigues. Latest progress in hall thrusters plasma modelling. Reviews of Modern Plasma Physics, 3(1):1–63, 2019.
  15. Evolution of electron cyclotron waves in a hall-type plasma. Physics of Plasmas, 28(10):102108, 2021.
  16. The need for accurate measurements of thermal velocity distribution functions in the solar wind. 2022.
  17. Cometary ionospheres: An updated tutorial. arXiv preprint arXiv:2211.03868, 2022.
  18. Ion–electron energy transfer in kinetic and fluid modelling of the tokamak scrape-off layer. The European Physical Journal Plus, 136(11):1–13, 2021.
  19. Richard L Liboff. Kinetic theory: classical, quantum, and relativistic descriptions. Springer Science & Business Media, 2003.
  20. Luc Mieussens. Discrete velocity model and implicit scheme for the bgk equation of rarefied gas dynamics. Mathematical Models and Methods in Applied Sciences, 10(08):1121–1149, 2000.
  21. Graeme A Bird. Molecular gas dynamics and the direct simulation of gas flows. Molecular gas dynamics and the direct simulation of gas flows, 1994.
  22. Plasma physics via computer simulation. CRC press, 2018.
  23. Henning Struchtrup. Macroscopic transport equations for rarefied gas flows. In Macroscopic transport equations for rarefied gas flows, pages 145–160. Springer, 2005.
  24. Harold Grad. On the kinetic theory of rarefied gases. Communications on pure and applied mathematics, 2(4):331–407, 1949.
  25. Rodney O Fox. Higher-order quadrature-based moment methods for kinetic equations. Journal of Computational Physics, 228(20):7771–7791, 2009.
  26. Extended thermodynamics. Springer-Verlag, 1993.
  27. C David Levermore. Moment closure hierarchies for kinetic theories. Journal of statistical Physics, 83(5):1021–1065, 1996.
  28. Wolfgang Dreyer. Maximisation of the entropy in non-equilibrium. Journal of Physics A: Mathematical and General, 20(18):6505, 1987.
  29. Hans Ludwig Hamburger. Hermitian transformations of deficiency-index (1, 1), jacobi matrices and undetermined moment problems. American Journal of Mathematics, 66(4):489–522, 1944.
  30. Affordable robust moment closures for cfd based on the maximum-entropy hierarchy. Journal of Computational Physics, 251:500–523, 2013.
  31. Realizability conditions for relativistic gases with a non-zero heat flux. Physics of Fluids, 34(9), 2022.
  32. Michael Junk. Domain of definition of levermore’s five-moment system. Journal of Statistical Physics, 93(5):1143–1167, 1998.
  33. Rafail V Abramov. The multidimensional maximum entropy moment problem: a review of numerical methods. Communications in Mathematical Sciences, 8(2):377–392, 2010.
  34. Comparison of maximum entropy and quadrature-based moment closures for shock transitions prediction in one-dimensional gaskinetic theory. In AIP Conference Proceedings, volume 1786, page 140010. AIP Publishing LLC, 2016.
  35. A 14-moment maximum-entropy description of electrons in crossed electric and magnetic fields. Physics of Plasmas, 27(12):123506, 2020.
  36. James G McDonald. Approximate maximum-entropy moment closures for gas dynamics. In AIP Conference Proceedings, volume 1786, page 140001. AIP Publishing LLC, 2016.
  37. Using the maximum entropy distribution to describe electrons in reconnecting current sheets. Physics of Plasmas, 25(8):082113, 2018.
  38. Towards realizable hyperbolic moment closures for viscous heat-conducting gas flows based on a maximum-entropy distribution. Continuum Mechanics and Thermodynamics, 25:573–603, 2013.
  39. An approximation for the twenty-one-moment maximum-entropy model of rarefied gas dynamics. International Journal of Computational Fluid Dynamics, 35(8):632–652, 2021.
  40. Numerical simulation of rarefied supersonic flows using a fourth-order maximum-entropy moment method with interpolative closure. Journal of Computational Physics, 497:112631, 2024.
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