Abstract
We consider two non-mean-field models of structural glasses built on a hierarchical lattice. First, we consider a hierarchical version of the random energy model, and we prove the existence of the thermodynamic limit and self-averaging of the free energy. Furthermore, we prove that the infinite-volume entropy is positive in a high-temperature region bounded from below, thus providing an upper bound on the Kauzmann critical temperature. In addition, we show how to improve this bound by leveraging the hierarchical structure of the model. Finally, we introduce a hierarchical version of the \(p\)-spin model of a structural glass, and we prove the existence of the thermodynamic limit and self-averaging of the free energy.
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Anderson, P.W.: Through the glass lightly. Science 267(5204), 1615–1616 (1995)
Kauzmann, W.: The nature of the glassy state and the behavior of liquids at low temperatures. Chem. Rev. 43(2), 219–256 (1948)
Biroli, G.; Bouchaud, J.P.: The random first-order transition theory of glasses: a critical assessment. arXiv:0912.2542 (2009)
Derrida, B.: Random-energy model: limit of a family of disordered models. Phys. Rev. Lett. 45(2), 79–82 (1980)
Gross, D.J., Mézard, M.: The simplest spin glass. Nucl. Phys. B 240(4), 431–452 (1984)
Castellani, T., Cavagna, A.: Spin-glass theory for pedestrians. J. Stat. Mech. Theory E. 05, P05012 (2005)
Crisanti, A., Sommers, H.-J.: Thouless-Anderson-Palmer approach to the spherical \(p\)-spin spin glass model. J. Phys. I France 5(7), 805–813 (1995)
Kirkpatrick, T.R., Thirumalai, D., Wolynes, P.G.: Scaling concepts for the dynamics of viscous liquids near an ideal glassy state. Phys. Rev. A 40(2), 1045–1054 (1989)
Dyson, F.J.: Existence of a phase transition in a one-dimensional Ising ferromagnet. Commun. Math. Phys. 12(2), 91–107 (1969)
Bleher, P.M., Sinai, J.G.: Investigation of the critical point in models of the type of Dyson’s hierarchical models. Commun. Math. Phys. 33(1), 23–42 (1973)
Castellana, M., Decelle, A., Franz, S., Mézard, M., Parisi, G.: Hierarchical random energy model of a spin glass. Phys. Rev. Lett. 104(12), 127206 (2010)
Contucci, P., Degli Esposti, M., Giardinà, C., Graffi, S.: Thermodynamical limit for correlated gaussian random energy models. Commun. Math. Phys. 236(1), 55–63 (2003)
Guerra, F., Toninelli, F.L.: The thermodynamic limit in mean field spin glass models. Commun. Math. Phys. 230(1), 71–79 (2002)
Guerra, F.: Broken replica symmetry bounds in the mean field spin glass model. Commun. Math. Phys. 233(1), 1–12 (2003)
Mézard, M., Montanari, A.: Information, Physics, and Computation (Oxford Graduate Texts). Oxford University Press, Oxford (2009)
Talagrand, M.: Mean field models for spin glasses: a first course. In Lectures on Probability Theory and Statistics. École d’Été de Probabilités de Saint-Flour XXX-2000. Springer, Berlin, (2003)
Toninelli, F.L.: Rigorous results for mean field spin glasses: thermodynamic limit and sum rules for the free energy. PhD thesis, Scuola Normale Superiore di Pisa (2002)
Talagrand, M.: Mean field models for spin glasses, vol. I. Springer, Berlin (2011a)
Sherrington, D., Kirkpatrick, S.: Solvable model of a spin-glass. Phys. Rev. Lett 35(26), 1792–1796 (1975)
Panchenko, D.: On differentiability of the Parisi formula. Electron. Commun. Probab. 13, 241–247 (2008)
Talagrand, M.: Mean field models for spin glasses, vol. II. Springer, Berlin (2011b)
Castellana, M., Barra, A., Guerra, F.: Free-energy bounds for hierarchical spin models. J. Stat. Phys. 155(2), 211–222 (2014)
Hardy, G.H., Littlewood, J.E., Polya, G.: Inequalities. Cambridge University Press, Cambridge (1952)
Acknowledgments
We would like to thank A. Barra and F. Guerra for useful discussions. Research supported by NSF Grants PHY–0957573, by the Human Frontiers Science Program, by the Swartz Foundation, and by the W. M. Keck Foundation.
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Castellana, M. Rigorous Results for Hierarchical Models of Structural Glasses. J Stat Phys 157, 219–233 (2014). https://doi.org/10.1007/s10955-014-1085-9
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DOI: https://doi.org/10.1007/s10955-014-1085-9