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Bootstrap Percolation and Kinetically Constrained Models on Hyperbolic Lattices

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Abstract

We study bootstrap percolation (BP) on hyperbolic lattices obtained by regular tilings of the hyperbolic plane. Our work is motivated by the connection between the BP transition and the dynamical transition of kinetically constrained models, which are in turn relevant for the study of glass and jamming transitions. We show that for generic tilings there exists a BP transition at a nontrivial critical density, 0<ρ c <1. Thus, despite the presence of loops on all length scales in hyperbolic lattices, the behavior is very different from that on Euclidean lattices where the critical density is either zero or one. Furthermore, we show that the transition has a mixed character since it is discontinuous but characterized by a diverging correlation length, similarly to what happens on Bethe lattices and random graphs of constant connectivity.

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References

  1. Anglès d’Auriac, J.C., Mélin, R., Chandra, P., Douçot, B.: Spin models on non-Euclidean hyperlattices: Griffiths phases without extrinsic disorder. J. Phys. A, Math. Gen. 34(4), 675–693 (2001). doi:0.1088/0305-4470/34/4/301

    Article  MATH  ADS  Google Scholar 

  2. Baek, S.K., Minnhagen, P., Kim, B.J.: Phase transition of XY model in heptagonal lattice. Europhys. Lett. 79, 26002 (2007). doi:10.1209/0295-5075/79/26002

    Article  ADS  Google Scholar 

  3. Baek, S.K., Minnhagen, P., Kim, B.J.: Percolation on hyperbolic lattices. Phys. Rev. E 79, 011124 (2009). doi:10.1103/PhysRevE.79.011124

    Article  MathSciNet  ADS  Google Scholar 

  4. Baek, S.K., Minnhagen, P., Shima, H., Kim, B.J.: Phase transition of q-state clock models on heptagonal lattices. Phys. Rev. E 80, 011133 (2009). doi:10.1103/PhysRevE.80.011133

    Article  MathSciNet  ADS  Google Scholar 

  5. Baek, S.K., Yi, S.D., Kim, B.J.: Diffusion on a heptagonal lattice. Phys. Rev. E 77, 022104 (2008). doi:10.1103/PhysRevE.77.022104

    Article  ADS  Google Scholar 

  6. Balazs, N.L., Voros, A.: Chaos on the pseudosphere. Phys. Rep. 143(3), 109–240 (1986). doi:10.1016/0370-1573(86)90159-6

    Article  MathSciNet  ADS  Google Scholar 

  7. Balogh, J., Peres, Y., Pete, G.: Bootstrap percolation on infinite trees and non-amenable groups. Comb. Probab. Comput. 15, 715 (2006). doi:10.1017/S0963548306007619

    Article  MATH  MathSciNet  Google Scholar 

  8. Beardon, A.F.: The Geometry of Discrete Groups. Springer, New York (1983)

    MATH  Google Scholar 

  9. Benjamini, I., Schramm, O.: Percolation in the hyperbolic plane. J. Am. Math. Soc. 14, 487–507 (2001). doi:10.1090/S0894-0347-00-00362-3

    Article  MATH  MathSciNet  Google Scholar 

  10. Bouchaud, J.P., Cugliandolo, L., Kurchan, J., Mézard, M.: Mode-coupling approximations, glass theory and disordered systems. Physica A 226, 243–273 (1996). doi:10.1016/0378-4371(95)00423-8

    Article  ADS  Google Scholar 

  11. Cancrini, N., Martinelli, F., Roberto, C., Toninelli, C.: Kinetically constrained spin models. Probab. Theory Relat. Fields 140, 459 (2008). doi:10.1007/s00440-007-0072-3

    Article  MATH  MathSciNet  Google Scholar 

  12. Chalupa, J., Leath, P.L., Reich, G.R.: Bootstrap percolation on a Bethe lattice. J. Phys. C, Solid State Phys. 12, L31 (1979). doi:10.1088/0022-3719/12/1/008

    Article  ADS  Google Scholar 

  13. Coxeter, H.S.M.: Introduction to Geometry, 2nd edn. Wiley, New York (1969)

    MATH  Google Scholar 

  14. Coxeter, H.S.M., Moser, W.O.J.: Generators and Relations for Discrete Groups. Springer, Berlin (1965)

    MATH  Google Scholar 

  15. Doyon, B., Fonseca, P.: Ising field theory on a pseudosphere. J. Stat. Mech. P07002 (2004). doi:10.1088/1742-5468/2004/07/P07002

  16. Fredrickson, G.H., Andersen, H.C.: Kinetic Ising model of the glass transition. Phys. Rev. Lett. 53(13), 1244 (1984). doi:10.1103/PhysRevLett.53.1244

    Article  ADS  Google Scholar 

  17. Garrahan, J.P., Chandler, D.: Coarse-grained microscopic model of glass formers. Proc. Natl. Acad. Sci. (USA) 100, 9710 (2003). doi:10.1073/pnas.1233719100

    Article  ADS  Google Scholar 

  18. Götze, W., Sjögren, L.: Relaxation processes in supercooled liquids. Rep. Prog. Phys. 55, 241 (1992). doi:10.1088/0034-4885/55/3/001

    Article  Google Scholar 

  19. Hilbert, D., Cohn-Vossen, S.: Geometry and the Imagination. Chelsea, New York (1983)

    Google Scholar 

  20. Iwata, M., Sasa, S.I.: Dynamics of k-core percolation in a random graph. J. Phys. A, Math. Theor. 42, 075005 (2009). doi:10.1088/1751-8113/42/7/075005

    Article  MathSciNet  ADS  Google Scholar 

  21. Kob, W., Andersen, H.C.: Kinetic lattice-gas model of cage effects in high-density liquids and a test of mode-coupling theory of the ideal-glass transition. Phys. Rev. E 48, 4364 (1993). doi:10.1103/PhysRevE.48.4364

    Article  ADS  Google Scholar 

  22. Lalley, S.P.: Percolation on Fuchsian groups. Ann. Inst. Henri Poincaré 34(2), 151–177 (1998). doi:10.1016/S0246-0203(98)80022-8

    Article  MATH  MathSciNet  ADS  Google Scholar 

  23. Lalley, S.P.: Percolation clusters in hyperbolic tessellations. Geom. Funct. Anal. 11(5), 971–1030 (2001). doi:10.1007/s00039-001-8223-7

    Article  MATH  MathSciNet  Google Scholar 

  24. Lyons, R.: Phase transitions on nonamenable graphs. J. Math. Phys. 41, 1099 (2000) doi:10.1063/1.533179.

    Article  MATH  MathSciNet  ADS  Google Scholar 

  25. Margenstern, M.: About an algorithmic approach to tilings {p,q} of the hyperbolic plane. J. Univ. Comput. Sci. 12(5), 512–550 (2006). doi:10.3217/jucs-012-05-0512

    MathSciNet  Google Scholar 

  26. Margenstern, M., Skordev, G.: Fibonacci type coding for the regular rectangular tilings of the hyperbolic plane. J. Univ. Comput. Sci. 9(5), 398 (2003). doi:10.3217/jucs-009-05-0398

    MathSciNet  Google Scholar 

  27. Mézard, M., Montanari, A.: Information, Physics and Computation. Oxford Graduate Texts. Oxford University Press, Oxford (2009)

    Book  MATH  Google Scholar 

  28. Modes, C.D., Kamien, R.D.: Hard disks on the hyperbolic plane. Phys. Rev. Lett. 99, 235701 (2007). doi:10.1103/PhysRevLett.99.235701

    Article  ADS  Google Scholar 

  29. Nelson, D.R.: Defects and Geometry in Condensed Matter Physics. Cambridge University Press, Cambridge (2002). doi:10.2277/0521004004

    Google Scholar 

  30. Pitts, S.J., Young, T., Andersen, H.C.: Facilitated spin models, mode coupling theory, and ergodic–nonergodic transitions. J. Chem. Phys. 113, 8671 (2000). doi:10.1063/1.1318774

    Article  ADS  Google Scholar 

  31. Poincaré, H.: Théorie des groupes fuchsiens. Acta Math. 1(1), 1–62 (1882). doi:10.1007/BF02391835

    Article  MathSciNet  Google Scholar 

  32. Reiter, J.: Statics and dynamics of the two-spin–facilitated kinetic Ising model. J. Chem. Phys. 95, 544 (1991). doi:10.1063/1.461455

    Article  ADS  Google Scholar 

  33. Reiter, J., Mauch, F., Jäckle, J.: Blocking transitions in lattice spin models with directed kinetic constraints. Physica A 184, 458 (1992). doi:10.1016/0378-4371(92)90319-L

    Article  Google Scholar 

  34. Ritort, F., Sollich, P.: Glassy dynamics of kinetically constrained models. Adv. Phys. 52, 219 (2003). doi:10.1080/0001873031000093582

    Article  ADS  Google Scholar 

  35. Rubinstein, M., Nelson, D.R.: Dense-packed arrays on surfaces of constant negative curvature. Phys. Rev. B 28(11), 6377–6386 (1983). doi:10.1103/PhysRevB.28.6377

    Article  MathSciNet  ADS  Google Scholar 

  36. Sadoc, J.F., Mosseri, R.: Geometrical Frustration. Cambridge University Press, Cambridge (1999)

    Book  Google Scholar 

  37. Sausset, F., Tarjus, G.: Periodic boundary conditions on the pseudosphere. J. Phys. A, Math. Theor. 40, 12873–12899 (2007). doi:10.1088/1751-8113/40/43/004

    Article  MATH  MathSciNet  ADS  Google Scholar 

  38. Sausset, F., Tarjus, G., Viot, P.: Tuning the fragility of a glass-forming liquid by curving space. Phys. Rev. Lett. 101, 155701 (2008). doi:10.1103/PhysRevLett.101.155701

    Article  ADS  Google Scholar 

  39. Schonmann, R.H.: On the behavior of some cellular automata related to bootstrap percolation. Ann. Probab. 20, 174 (1992). doi:10.1214/aop/1176989923

    Article  MATH  MathSciNet  Google Scholar 

  40. Schonmann, R.H.: Mean-field criticality for percolation on planar non-amenable graphs. Commun. Math. Phys. 225, 453 (2002). doi:10.1007/s002200100587

    Article  MATH  MathSciNet  ADS  Google Scholar 

  41. Schwarz, J.M., Liu, A.J., Chayes, L.Q.: The onset of jamming as the sudden emergence of an infinite k-core cluster. Europhys. Lett. 73, 560 (2006). doi:10.1209/epl/i2005-10421-7

    Article  ADS  Google Scholar 

  42. Sellitto, M., Biroli, G., Toninelli, C.: Facilitated spin models on Bethe lattice: Bootstrap percolation, mode-coupling transition and glassy dynamics. Europhys. Lett. 69, 496–502 (2005). doi:10.1209/epl/i2004-10372-5

    Article  ADS  Google Scholar 

  43. Shima, H., Sakaniwa, Y.: The dynamic exponent of the Ising model on negatively curved surfaces. J. Stat. Mech. P08017 (2006). doi:10.1088/1742-5468/2006/08/P08017

  44. Shima, H., Sakaniwa, Y.: Geometric effects on critical behaviours of the Ising model. J. Phys. A, Math. Gen. 39, 4921–4933 (2006). doi:10.1088/0305-4470/39/18/010

    Article  MATH  MathSciNet  ADS  Google Scholar 

  45. Tarjus, G., Kivelson, S.A., Nussinov, Z., Viot, P.: The frustration-based approach of supercooled liquids and the glass transition: a review and critical assessment. J. Phys., Condens. Matter 17, R1143–R1182 (2005). doi:10.1088/0953-8984/17/50/R01

    Article  ADS  Google Scholar 

  46. Toninelli, C., Biroli, G.: Dynamical arrest, tracer diffusion and kinetically constrained lattice gases. J. Stat. Phys. 117, 27 (2004). doi:10.1023/B:JOSS.0000044063.86539.19

    Article  MATH  MathSciNet  ADS  Google Scholar 

  47. Toninelli, C., Biroli, G.: A new class of cellular automata with a discontinuous glass transition. J. Stat. Phys. 130, 83–112 (2008). doi:10.1007/s10955-007-9420-z

    Article  MATH  MathSciNet  ADS  Google Scholar 

  48. Toninelli, C., Biroli, G., Fisher, D.S.: Spatial structures and dynamics of kinetically constrained models of glasses. Phys. Rev. Lett. 92, 185504 (2004). doi:10.1103/PhysRevLett.92.185504

    Article  ADS  Google Scholar 

  49. Toninelli, C., Biroli, G., Fisher, D.S.: Cooperative behavior of kinetically constrained lattice gas models of glassy dynamics. J. Stat. Phys. 120, 167 (2005). doi:10.1007/s10955-005-5250-z

    Article  MATH  MathSciNet  ADS  Google Scholar 

  50. Toninelli, C., Sausset, F.: Bootstrap percolation on hyperbolic lattices (in preparation)

  51. van Enter, A.C.D.: Proof of Straley’s argument for bootstrap percolation. J. Stat. Phys. 48, 943 (1987). doi:10.1007/BF01019705

    Article  MATH  ADS  Google Scholar 

  52. Wu, C.C.: Ising models on hyperbolic graphs II. J. Stat. Phys. 100, 893–904 (2000)

    Article  MATH  Google Scholar 

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Sausset, F., Toninelli, C., Biroli, G. et al. Bootstrap Percolation and Kinetically Constrained Models on Hyperbolic Lattices. J Stat Phys 138, 411–430 (2010). https://doi.org/10.1007/s10955-009-9903-1

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