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The effect of free boundary conditions on the Ising model in high dimensions

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Abstract

We study the critical Ising model with free boundary conditions on finite domains in \({\mathbb {Z}}^d\) with \(d\ge 4\). Under the assumption, so far only proved completely for high d, that the critical infinite volume two-point function is of order \(|x-y|^{-(d-2)}\) for large \(|x-y|\), we prove the same is valid on large finite cubes with free boundary conditions, as long as xy are not too close to the boundary. This confirms a numerical prediction in the physics literature by showing that the critical susceptibility in a finite domain of linear size L with free boundary conditions is of order \(L^2\) as \(L\rightarrow \infty \). We also prove that the scaling limit of the near-critical (small external field) Ising magnetization field with free boundary conditions is Gaussian with the same covariance as the critical scaling limit, and thus the correlations do not decay exponentially. This is very different from the situation in low d or the expected behavior in high d with bulk boundary conditions.

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References

  1. Aizenman, M.: Geometric analysis of \(\varphi ^4\) fields and Ising models. Parts I and II. Commun. Math. Phys. 86(1), 1–48 (1982)

    Article  MathSciNet  Google Scholar 

  2. Aizenman, M., Duminil-Copin, H.: Marginal triviality of the scaling limits of critical 4D Ising and \(\phi ^4_4\) models (2019). arXiv preprint arXiv:1912.07973

  3. Aizenman, M., Duminil-Copin, H., Sidoravicius, V.: Random currents and continuity of Ising model’s spontaneous magnetization. Commun. Math. Phys. 334(2), 719–742 (2015)

    Article  MathSciNet  Google Scholar 

  4. Aizenman, M., Fernández, R.: On the critical behavior of the magnetization in high-dimensional Ising models. J. Stat. Phys. 44(3–4), 393–454 (1986)

    Article  MathSciNet  Google Scholar 

  5. Berche, B., Kenna, R., Walter, J.-C.: Hyperscaling above the upper critical dimension. Nuclear Phys. B 865(1), 115–132 (2012)

    Article  Google Scholar 

  6. Camia, F., Garban, C., Newman, C.M.: Planar Ising magnetization field I. Uniqueness of the critical scaling limit. Ann. Probab. 43(2), 528–571 (2015)

    Article  MathSciNet  Google Scholar 

  7. Camia, F., Garban, C., Newman, C.M.: Planar Ising magnetization field II. Properties of the critical and near-critical scaling limits. Annales de l’IHP, Probabilités et Statistiques 52(1), 146–161 (2016)

    MathSciNet  MATH  Google Scholar 

  8. Camia, F., Jiang, J., Newman, C.M.: Exponential decay for the near-critical scaling limit of the planar Ising model. Commun. Pure Appl. Math. 73(7), 1371–1405 (2020)

    Article  MathSciNet  Google Scholar 

  9. Camia, F., Jiang, J., Newman, C.M.: FK-Ising coupling applied to near-critical planar models. Stoch. Process. Appl. 130(2), 560–583 (2020)

    Article  MathSciNet  Google Scholar 

  10. Chatterjee, S., Hanson, J.: Restricted percolation critical exponents in high dimensions. Commun. Pure Appl. Math. 73(11), 2370–2429 (2020)

    Article  MathSciNet  Google Scholar 

  11. Chelkak, D., Duminil-Copin, H., Hongler, C.: Crossing probabilities in topological rectangles for the critical planar FK-Ising model. Electron. J. Probab. 21, (2016)

  12. Fang, S., Grimm, J., Zhou, Z., Deng, Y.: Complete graph and Gaussian fixed-point asymptotics in the five-dimensional Fortuin-Kasteleyn Ising model with periodic boundaries. Phys. Rev. E 102(2), 022125 (2020)

    Article  Google Scholar 

  13. Fröhlich, J.: On the triviality of \(\lambda \phi _d^4\) theories and the approach to the critical point in \(d\ge 4\) dimensions. Nuclear Phys. B 200(2), 281–296 (1982)

    Article  MathSciNet  Google Scholar 

  14. Fröhlich, J., Simon, B., Spencer, T.: Infrared bounds, phase transitions and continuous symmetry breaking. Commun. Math. Phys. 50(1), 79–95 (1976)

    Article  MathSciNet  Google Scholar 

  15. Ginibre, J.: General formulation of Griffiths’ inequalities. Commun. Math. Phys. 16(4), 310–328 (1970)

    Article  MathSciNet  Google Scholar 

  16. Griffiths, R.B.: Correlations in Ising ferromagnets. I. J. Math. Phys. 8(3), 478–483 (1967)

    Article  Google Scholar 

  17. Griffiths, R.B., Hurst, C.A., Sherman, S.: Concavity of magnetization of an Ising ferromagnet in a positive external field. J. Math. Phys. 11(3), 790–795 (1970)

    Article  MathSciNet  Google Scholar 

  18. Handa, S., Heydenreich, M., Sakai, A.: Mean-field bound on the 1-arm exponent for Ising ferromagnets in high dimensions. In: Sojourns in Probability Theory and Statistical Physics-I, pp. 183–198. Springer (2019)

  19. Kelly, D.G., Sherman, S.: General Griffiths’ inequalities on correlations in Ising ferromagnets. J. Math. Phys. 9(3), 466–484 (1968)

    Article  Google Scholar 

  20. Lieb, E.H.: A refinement of Simon’s correlation inequality. Commun. Math. Phys. 77(2), 127–135 (1980)

    Article  MathSciNet  Google Scholar 

  21. Lundow, P.H., Markström, K.: Non-vanishing boundary effects and quasi-first-order phase transitions in high dimensional Ising models. Nuclear Phys. B 845(1), 120–139 (2011)

    Article  MathSciNet  Google Scholar 

  22. Lundow, P.H., Markström, K.: Finite size scaling of the 5D Ising model with free boundary conditions. Nuclear Phys. B 889, 249–260 (2014)

    Article  MathSciNet  Google Scholar 

  23. Lundow, P.H., Markström, K.: The scaling window of the 5D Ising model with free boundary conditions. Nuclear Phys. B 911, 163–172 (2016)

    Article  Google Scholar 

  24. Messager, A., Miracle-Sole, S.: Correlation functions and boundary conditions in the Ising ferromagnet. J. Stat. Phys. 17(4), 245–262 (1977)

    Article  MathSciNet  Google Scholar 

  25. Papathanakos, V.: Finite-size effects in high-dimensional statistical mechanical systems: The Ising model with periodic boundary conditions. PhD Thesis Princeton University, Princeton, New Jersey (2006)

  26. Rao, S.: Field Theories in Condensed Matter Physics. CRC Press, Boca Raton (2019)

    Book  Google Scholar 

  27. Sakai, A.: Lace expansion for the Ising model. Commun. Math. Phys. 272(2), 283–344 (2007)

    Article  MathSciNet  Google Scholar 

  28. Sakai, A.: Correct bounds on the Ising lace-expansion coefficients (2020). arXiv preprint arXiv:2003.09856

  29. Simon, B.: Correlation inequalities and the decay of correlations in ferromagnets. Commun. Math. Phys. 77(2), 111–126 (1980)

    Article  MathSciNet  Google Scholar 

  30. Slade, G.: The near-critical two-point function for weakly self-avoiding walk in high dimensions (2020). arXiv preprint arXiv:2008.00080

  31. Sokal, A.D.: An alternate constructive approach to the \(\varphi ^4_3 \) quantum field theory, and a possible destructive approach to \(\varphi ^4_4\). Annales de l’IHP, Physique théorique 37(4), 317–398 (1982)

  32. Zhou, Z., Grimm, J., Fang, S., Deng, Y., Garoni, T.M.: Random-length random walks and finite-size scaling in high dimensions. Phys. Rev. Lett. 121(18), 185701 (2018)

    Article  Google Scholar 

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Acknowledgements

The research of the second author was partially supported by NSFC grant 11901394 and that of the third author by US-NSF grant DMS-1507019. The authors thank Akira Sakai and Gordon Slade for useful comments. The authors also thank an anonymous referee for a very careful reading of the paper.

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Correspondence to Jianping Jiang.

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In fond memory of Harry Kesten

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Camia, F., Jiang, J. & Newman, C.M. The effect of free boundary conditions on the Ising model in high dimensions. Probab. Theory Relat. Fields 181, 311–328 (2021). https://doi.org/10.1007/s00440-021-01041-9

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