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The inverse problem in classical statistical mechanics

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Abstract

We address the problem of whether there exists an external potential corresponding to a given equilibrium single particle density of a classical system. Results are established for both the canonical and grand canonical distributions. It is shown that for essentially all systems without hard core interactions, there is a unique external potential which produces any given density. The external potential is shown to be a continuous function of the density and, in certain cases, it is shown to be differentiable. As a consequence of the differentiability of the inverse map (which is established without reference to the hard core structure in the grand canonical ensemble), we prove the existence of the Ornstein-Zernike direct correlation function. A set of necessary, but not sufficient conditions for the solution of the inverse problem in systems with hard core interactions is derived.

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References

  1. Lieb, E.H.: Density functionals for Coulomb systems. In: Physics as Natural Philosophy: Essays in Honor of Laszlo Tisza on His 75th Birthday, Shimony, A., Feshback, H. (eds.) Cambridge: M.I.T. Press 1982, p. 111

    Google Scholar 

  2. Levy, M.: Electron densities in search of Hamiltonians. Phys. Rev.26 A, 1200 (1982)

    Google Scholar 

  3. Englisch, H., Englisch, R.: Hohenberg-Kohn theorem and non-V-representable densities. Physica A (in press)

  4. Hugenholtz, N.M.: On the inverse problem in statistical mechanics. Commun. Math. Phys.85, 27 (1982)

    Google Scholar 

  5. Evans, R.: The nature of the liquid-vapour interface and other topics in the statistical mechanics of non-uniform fluids. Adv. Phys.28, 143 (1979)

    Google Scholar 

  6. Percus, J.K.: Equilibrium state of a classical fluid of hard rods in an external field. J. Stat. Phys.15, 505 (1976)

    Google Scholar 

  7. Percus, J.K.: One-dimensional classical fluid with nearest-neighbor interaction in arbitrary external field. J. Stat. Phys.28, 67 (1982)

    Google Scholar 

  8. Robledo, A., Varea, C.: On the relationship between the density functional formalism and the potential distribution theory for nonuniform fluids. J. Stat. Phys.26, 513 (1981)

    Google Scholar 

  9. Mazur, S.: Über die kleinste konvexe Menge, die eine gegebene kompakte Menge enthält. Studia Math.2, 7 (1930)

    Google Scholar 

  10. Ruelle, D.: Statistical mechanics. Reading, MA.: W. A. Benjamin, Inc. 1969

    Google Scholar 

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Communicated by A. Jaffe

Work partially supported by NSF grant PHY-8117463

Work partially supported by NSF grant PHY-8116101 A01

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Chayes, J.T., Chayes, L. & Lieb, E.H. The inverse problem in classical statistical mechanics. Commun.Math. Phys. 93, 57–121 (1984). https://doi.org/10.1007/BF01218639

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  • DOI: https://doi.org/10.1007/BF01218639

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