Reuse & Permissions

It is not necessary to obtain permission to reuse this article or its components as it is available under the terms of the Creative Commons Attribution 4.0 International license. This license permits unrestricted use, distribution, and reproduction in any medium, provided attribution to the author(s) and the published article's title, journal citation, and DOI are maintained. Please note that some figures may have been included with permission from other third parties. It is your responsibility to obtain the proper permission from the rights holder directly for these figures.

Export citation

Export citation

Choose format for download:

Download Citation
  • Open Access

Random disks of constant curvature: The lattice story

Frank Ferrari*

  • *Contact author: frank.ferrari@ulb.be

Phys. Rev. D 113, 026012 – Published 20 January, 2026

DOI: https://doi.org/10.1103/3gb4-y8r8

Abstract

We lay the groundwork for a UV-complete formulation of the Euclidean Jackiw-Teitelboim two-dimensional models of quantum gravity when the boundary lengths are finite, emphasizing the discretized approach. The picture that emerges is qualitatively new. For the disk topology, the problem reduces to counting so-called self-overlapping curves, that are closed loops that bound a distorted disk, with an appropriate multiplicity. We build a matrix model that does the correct counting. The theories in negative, zero, and positive curvatures have the same UV description but drastically different macroscopic properties. The Schwarzian theory emerges in the limit of very large and negative cosmological constant in the negative curvature model, as an effective theory valid on distance scales much larger than the curvature length scale. In positive curvature, we argue that large geometries are ubiquitous and that the theory exists only for a positive cosmological constant. Our discussion is pedagogical and includes a review of several relevant topics.

View figure in article

Physics Subject Headings (PhySH)

Article Text

References (79)

  1. W. T. Tutte, A census of planar triangulations, Can. J. Math. 14, 21 (1962); A census of planar maps, 15, 249 (1963); On the enumeration of planar maps, Bull. Am. Math. Soc. 74, 64 (1968).
  2. G. ’t Hooft, A planar diagram theory for strong interactions, Nucl. Phys. B72, 461 (1974).
  3. É. Brézin, C. Itzykson, G. Parisi, and J.-B. Zuber, Planar diagrams, Commun. Math. Phys. 59, 35 (1978).
  4. V. A. Kazakov, The appearance of matter fields from quantum fluctuations of 2D gravity, Mod. Phys. Lett. A 04, 2125 (1989).
  5. É. Brézin and V. A. Kazakov, Exactly solvable field theories of closed strings, Phys. Lett. B 236, 144 (1990); M. R. Douglas and S. Shenker, Strings in less than one-dimension, Nucl. Phys. B335, 635 (1990); D. J. Gross and A. A. Migdal, Nonperturbative two-dimensional quantum gravity, Phys. Rev. Lett. 64, 127 (1990).
  6. A. M. Polyakov, Quantum geometry of bosonic strings, Phys. Lett. 103B, 207 (1981).
  7. V. G. Knizhnik, A. M. Polyakov, and A. B. Zamolodchikov, Fractal structure of 2D quantum gravity, Mod. Phys. Lett. A 03, 819 (1988); F. David, Conformal field theories coupled to 2D gravity in the conformal gauge, 03, 1651 (1988); J. Distler and H. Kawai, Conformal field theory and 2D quantum gravity, Nucl. Phys. B321, 509 (1989).
  8. H. Dorn and H. J. Otto, On correlation functions for non-critical strings with c≤1 but d≥1, Phys. Lett. B 291, 39 (1992); Two and three point functions in Liouville theory, Nucl. Phys. B429, 375 (1994); A. B. Zamolodchikov and A. B. Zamolodchikov, Structure constants and conformal bootstrap in Liouville field theory, B477, 577 (1996); A. Kupiainen, R. Rhodes, and V. Vargas, The DOZZ formula from the path integral, J. High Energy Phys. 05 (2018) 094.
  9. J.-F. Marckert and A. Mokkadem, Limit of normalized random quadrangulations: The Brownian map, Ann. Probab. 34, 2144 (2006); J.-F. Le Gall, The topological structure of scaling limits of large planar maps, Inventiones Mathematicae 169, 621 (2007); B. Duplantier and S. Sheffield, Duality and KPZ in Liouville quantum gravity, Phys. Rev. Lett. 102, 150603 (2009); Schramm Loewner evolution and Liouville quantum gravity, 107, 131305 (2011); B. Duplantier, J. Miller, and S. Sheffield, Liouville quantum gravity as a mating of trees, arXiv:1409.7055; F. David, A. Kupiainen, R. Rhodes, and V. Vargas, Liouville quantum gravity on the Riemann sphere, Commun. Math. Phys. 342, 869 (2016); Y. Huang, R. Rhodes, and V. Vargas, Liouville quantum gravity on the unit disk, Ann. Inst. Henri Poincaré, Probab. Stat. 54, 1694 (2018); R. Rhodes and V. Vargas, Lecture notes on Gaussian multiplicative chaos and Liouville quantum gravity, arXiv:1602.07323; A. Kupiainen, R. Rhodes, and V. Vargas, Integrability of Liouville theory: Proof of the DOZZ formula, Ann. Math. 191, 81 (2020); The DOZZ formula from the path integral, J. High Energy Phys. 05 (2018) 094; J. Miller and S. Sheffield, An axiomatic characterization of the Brownian map, J. l’Ecole Polytech. Math. 8, 609 (2021); Liouville quantum gravity and the Brownian map I: The QLE(8/3,0) metric, Inventiones Mathematicae 219, 75 (2020); Liouville quantum gravity and the Brownian map II: Geodesics and continuity of the embedding, Ann. Probab. 49, 2732 (2021); Liouville quantum gravity and the Brownian map III: The conformal structure is determined, Probab. Theory Relat. Fields 179, 1183 (2021).
  10. M. Mirzakhani, Simple geodesics and Weil-Petersson volumes of moduli spaces of bordered Riemann surfaces, Inventiones Mathematicae 167, 179 (2007); Weil-Petersson volumes and intersection theory on the moduli space of curves, J. Am. Math. Soc. 20, 1 (2007).
  11. E. Witten, On the structure of the topological phase of two-dimensional gravity, Nucl. Phys. B340, 281 (1990); Two-dimensional gravity and intersection theory on moduli space, Surveys Diff. Geom. 1, 243 (1991); M. Kontsevich, Intersection theory on the moduli space of curves and the matrix Airy function, Commun. Math. Phys. 147, 1 (1992).
  12. B. Eynard, Topological expansion for the 1-Hermitian matrix model correlation functions, J. High Energy Phys. 11 (2004) 031; B. Eynard and N. Orantin, Invariants of algebraic curves and topological expansion, Commun. Num. Theor. Phys. 1, 347 (2007); Weil-Petersson volume of moduli spaces, Mirzakhani’s recursion and matrix models, arXiv:0705.3600.
  13. P. H. Ginsparg and G. W. Moore, Lectures on 2-D gravity and 2-D string theory, arXiv:hep-th/9304011; P. Di Francesco, P. H. Ginsparg, and J. Zinn-Justin, 2-D Gravity and random matrices, Phys. Rep. 254, 1 (1995); J. Teschner, Liouville theory revisited, Classical Quantum Gravity 18, R153 (2001); J. Ambjorn, B. Durhuus, and T. Jonsson, Quantum Geometry: A Statistical Field Theory Approach, Cambridge Monographs on Mathematical Physics (Cambridge University Press, Cambridge, England, 2005); B. Eynard, Counting Curfaces, Progress in Mathematical Physics, Vol. 70 (Birkhäuser, Basel, 2016); R. Dijkgraaf and E. Witten, Developments in topological gravity, Int. J. Mod. Phys. A 33, 30 (2018).
  14. C. Teitelboim, Gravitation and Hamiltonian structure in two space-time dimensions, Phys. Lett. B 126, 41 (1983); R. Jackiw, Lower-dimensional gravity, Nucl. Phys. B252, 343 (1985).
  15. V. Fateev, A. B. Zamolodchikov, and A. B. Zamolodchikov, Boundary Liouville field theory. 1. Boundary state and boundary two point function, arXiv:hep-th/0001012; J. Teschner, Remarks on Liouville theory with boundary, Proc. Sci. tmr2000 (2000) 041 [arXiv:hep-th/0009138].
  16. F. Ferrari, Jackiw-Teitelboim gravity, random disks of constant curvature, self-overlapping curves and Liouville CFT1, Phys. Rev. D 111, L061901 (2025).
  17. D. Stanford and E. Witten, Fermionic localization of the Schwarzian theory, J. High Energy Phys. 10 (2017) 008.
  18. A. Almheiri and J. Polchinski, Models of AdS2 backreaction and holography, J. High Energy Phys. 11 (2015) 014.
  19. K. Jensen, Chaos in AdS2 holography, Phys. Rev. Lett. 117, 111601 (2016).
  20. J. Maldacena, D. Stanford, and Z. Yang, Conformal symmetry and its breaking in two dimensional nearly anti-de-Sitter space, Prog. Theor. Exp. Phys. 12, 12C104 (2016).
  21. J. Engelsöy, T. G. Mertens, and H. Verlinde, An investigation of AdS2 backreaction and holography, J. High Energy Phys. 07 (2016) 139.
  22. A. Kitaev, A simple model of quantum holography, KITP Program Entanglement in Strongly-Correlated Quantum Matter, unpublished, see http://online.kitp.ucsb.edu/online/entangled15/; A. Kitaev and S. J. Suh, The soft mode in the Sachdev-Ye-Kitaev model and its gravity dual, J. High Energy Phys. 05 (2018) 183; S. Sachdev, Holographic metals and the fractionalized Fermi liquid, Phys. Rev. Lett. 105, 151602 (2010); S. Sachdev and J. Ye, Gapless spin-fluid ground state in a random quantum Heisenberg magnet, 70, 3339 (1993).
  23. R. Gurau, The 1/N expansion of colored tensor models, Ann. Henri Poincaré 12, 829 (2011); E. Witten, An SYK-like model without disorder, J. Phys. A 52, 474002 (2019); I. R. Klebanov and G. Tarnopolsky, Uncolored random tensors, melon diagrams, and the Sachdev-Ye-Kitaev models, Phys. Rev. D 95, 046004 (2017); F. Ferrari, The large D limit of planar diagrams, Ann. Inst. Henri Poincaré D 6, 427 (2019); F. Ferrari, V. Rivasseau, and G. Valette, A new large N expansion for general matrix-tensor models, Commun. Math. Phys. 370, 403 (2019); S. Carrozza, F. Ferrari, A. Tanasa, and G. Valette, On the large D expansion of Hermitian multi-matrix models, J. Math. Phys. (N.Y) 61, 073501 (2020).
  24. T. Azeyanagi, F. Ferrari, and F. I. Schaposnik Massolo, Phase diagram of planar matrix quantum mechanics, tensor, and Sachdev-Ye-Kitaev models, Phys. Rev. Lett. 120, 061602 (2018); F. Ferrari and F. I. Schaposnik Massolo, Phases of melonic quantum mechanics, Phys. Rev. D 100, 026007 (2019).
  25. J. Maldacena and X. L. Qi, Eternal traversable wormhole, arXiv:1804.00491.
  26. G. Penington, Entanglement wedge reconstruction and the information paradox, J. High Energy Phys. 09 (2020) 002; A. Almheiri, N. Engelhardt, D. Marolf, and H. Maxfield, The entropy of bulk quantum fields and the entanglement wedge of an evaporating black hole, 12 (2019) 063; A. Almheiri, R. Mahajan, J. Maldacena, and Y. Zhao, The page curve of Hawking radiation from semiclassical geometry, 03 (2020) 149; A. Almheiri, T. Hartman, J. Maldacena, E. Shaghoulian, and A. Tajdini, Replica wormholes and the entropy of Hawking radiation, 05 (2020) 013; G. Penington, S. H. Shenker, D. Stanford, and Z. Yang, Replica wormholes and the black hole interior, 03 (2022) 205; A. Almheiri, T. Hartman, J. Maldacena, E. Shaghoulian, and A. Tajdini, The entropy of Hawking radiation, Rev. Mod. Phys. 93, 035002 (2021).
  27. P. Saad, S. H. Shenker, and D. Stanford, JT gravity as a matrix integral, arXiv:1903.11115.
  28. F. Ferrari, Random disks of constant curvature: The conformal gauge story (to be published).
  29. S. Chaudhuri and F. Ferrari, Finite cut-off JT and Liouville quantum gravities on the disk at one loop, J. High Energy Phys. 01 (2025) 160; Dirichlet scalar determinants on two-dimensional constant curvature disks, Ann. Henri Poincaré (2025).
  30. M. Henneaux, Quantum gravity in two dimensions: Exact solution of the Jackiw model, Phys. Rev. Lett. 54, 959 (1985); A. Strominger, AdS2 quantum gravity and string theory, J. High Energy Phys. 01 (1999) 007; J. M. Maldacena, J. Michelson, and A. Strominger, Anti-de Sitter fragmentation, 02 (1999) 011; A. Sen, State operator correspondence and entanglement in AdS2/CFT1, Entropy 13, 1305 (2011).
  31. D. Harlow and D. Jafferis, The factorization problem in Jackiw-Teitelboim gravity, J. High Energy Phys. 02 (2020) 177.
  32. A. Kitaev and S. J. Suh, Statistical mechanics of a two-dimensional black hole, J. High Energy Phys. 05 (2019) 198.
  33. S. J. Suh, Dynamics of black holes in Jackiw-Teitelboim gravity, J. High Energy Phys. 03 (2020) 093; Probabilistic deconstruction of a theory of gravity, Part I: Flat space, SciPost Phys. 15, 174 (2023); Probabilistic deconstruction of a theory of gravity, Part II: Curved space, 16, 012 (2024); G. Penington and E. Witten, Algebras and states in JT gravity, arXiv:2301.07257.
  34. D. Stanford and Z. Yang, Finite-cutoff JT gravity and self-avoiding loops, arXiv:2004.08005.
  35. L. V. Iliesiu, J. Kruthoff, G. J. Turiaci, and H. Verlinde, JT gravity at finite cutoff, SciPost Phys. 9, 023 (2020).
  36. L. McGough, M. Mezei, and H. Verlinde, Moving the CFT into the bulk with TT¯, J. High Energy Phys. 04 (2018) 010; D. J. Gross, J. Kruthoff, A. Rolph, and E. Shaghoulian, TT¯ in AdS2 and quantum mechanics, Phys. Rev. D 101, 026011 (2020); Hamiltonian deformations in quantum mechanics, TT¯, and the SYK model, 102, 046019 (2020).
  37. A. J. Guttmann and I. G. Enting, The size and number of rings on the square lattice, J. Phys. A 21, L165 (1988); A. J. Guttmann and A. R. Conway, Square lattice self-avoiding walks and polygons, Ann. Comb. 5, 319 (2001).
  38. D. Bagrets, A. Altland, and A. Kamenev, Sachdev–Ye–Kitaev model as Liouville quantum mechanics, Nucl. Phys. B911, 191 (2016); T. G. Mertens, G. J. Turiaci, and H. L. Verlinde, Solving the Schwarzian via the conformal bootstrap, J. High Energy Phys. 08 (2017) 136; V. V. Belokurov and E. T. Shavgulidze, Schwarzian functional integrals calculus, J. Phys. A 53, 485201 (2020).
  39. D. Stanford and E. Witten, JT gravity and the ensembles of random matrix theory, Adv. Theor. Math. Phys. 24, 1475 (2020).
  40. F. Ferrari, Notes on the Kitaev-Suh model for JT gravity in negative, zero and positive curvature (to be published).
  41. F. Ferrari, Gauge theory formulation of hyperbolic gravity, J. High Energy Phys. 03 (2021) 046.
  42. O. Coussaert, M. Henneaux, and P. van Driel, The asymptotic dynamics of three-dimensional Einstein gravity with a negative cosmological constant, Classical Quantum Gravity 12, 2961 (1995); M. Rooman and P. Spindel, Holonomies, anomalies and the Fefferman-Graham ambiguity in AdS(3) gravity, Nucl. Phys. B594, 329 (2001); S. Carlip, Dynamics of asymptotic diffeomorphisms in (2+1)-dimensional gravity, Classical Quantum Gravity 22, 3055 (2005).
  43. E. Joung, P. Narayan, and J. Yoon, Gravitational edge mode in asymptotically AdS2: JT gravity revisited, J. High Energy Phys. 05 (2024) 244.
  44. L. Griguolo, R. Panerai, J. Papalini, and D. Seminara, Nonperturbative effects and resurgence in Jackiw-Teitelboim gravity at finite cutoff, Phys. Rev. D 105, 046015 (2022).
  45. J. L. Cardy and A. J. Guttmann, Universal amplitude combinations for self-avoiding walks, polygons and trails, J. Phys. A 26, 2485 (1993); P. Mörters and Y. Peres, Brownian Motion (Cambridge University Press, Cambridge, England, 2010); J. Cardy, SLE for theoretical physicists, Ann. Phys. (Amsterdam) 318, 81 (2005); G. F. Lawler, Schramm-Loewner Evolution, Lecture notes from a course given at Park City/IAS Institute, Park City, Utah, 2007; R. Bauerschmidt, H. Duminil-Copin, J. Goodman, and G. Slade, Lectures on Self-Avoiding Walks, Clay Mathematics Proceedings Vol. 15 (2012).
  46. A. J. Guttman, ed., Polygons, Polyominoes and Polycubes, Lecture Notes in Physics (Springer, New York, 2009).
  47. C. Titus, The combinatorial topology of analytic functions of the boundary of a disk, Acta Math. 106, 45 (1961); S. J. Blank, Extending immersions of the circle, Ph.D. dissertation, Brandeis University, 1967.
  48. V. Poénaru, Extension des immersions en codimension 1, Astérisque 10, 473 (1966).
  49. P. W. Shor and C. J. Van Wyk, Detecting and decomposing self-overlapping curves, Comput. Geom. 2, 31 (1992).
  50. U. Mukherjee, Self-overlapping curves: Analysis and applications, Comput.-Aided Des. Appl. 46, 227 (2014).
  51. G. Brinkmann, O. Delgado-Friedrichs, and U. von Nathusius, Number of Faces and Boundary Encoding of Patches, DIMACS Series in Discrete Mathematics and Theoretical Computer Science Vol. 69 (2005).
  52. J. E. Graver and G. T. Cargo, When does a curve bound a distorted disk?, SIAM J. Discrete Math. 25, 280 (2011); P. Evans and C. Wenk, Combinatorial properties of self-overlapping curves and interior boundaries, Discrete Comput. Geom. 69, 91 (2023).
  53. P. Lévy, Calcul des probabilité—sur l’aire comprise entre un arc de la courbe du mouvement Brownien plan et sa corde, C. R. Acad. Sci., Paris 230, 430 (1950); Wiener’s random function, and other Laplacian random functions, Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability (1951), p. 171.
  54. M. Marx, The branch point structure of extensions of interior boundaries, Trans. Am. Math. Soc. 131, 79 (1968).
  55. X. Guo, P. Hansen, and M. Zheng, Boundary uniqueness of fusenes, Discrete Appl. Math. 118, 209 (2002).
  56. D. Eppstein and E. Mumford, Self-overlapping curves revisited, in Proceedings of the 20th ACM-SIAM Symposium on Discrete Algorithms (New York, 2009), p. 160, 10.1137/1.9781611973068.19.
  57. R. C. Brower, C. V. Cogburn, A. L. Fitzpatrick, D. Howarth, and C. I. Tan, Lattice setup for quantum field theory in AdS2, Phys. Rev. D 103, 094507 (2021); P. M. Lenggenhager, A. Stegmaier, L. K. Upreti, T. Hofmann, T. Helbig, A. Vollhardt, M. Greiter, C. H. Lee, S. Imhof, H. Brand et al., Simulating hyperbolic space on a circuit board, Nat. Commun. 13, 4373 (2022).
  58. E. Swierczak and A. J. Guttmann, Self-avoiding walks and polygons on non-Euclidean lattices, J. Phys. A 29, 7485 (1996).
  59. N. Madras and C. C. Wu, Self-avoiding walks on hyperbolic graphs, Comb. Probab. Comput. 14, 523 (2005); C. Panagiotis, Self-avoiding walks and polygons on hyperbolic graphs, arXiv:1908.00127; I. Benjamini and C. Panagiotis, Hyperbolic self avoiding walk, Electron. Commun. Probab. 26, 1 (2021).
  60. G. Moore, N. Seiberg, and M. Staudacher, From loops to states in two-dimensional quantum gravity, Nucl. Phys. B362, 665 (1991); T. Banks, M. R. Douglas, N. Seiberg, and S. H. Shenker, Microscopic and Macroscopic Loops in Nonperturbative Two-Dimensional Gravity, Quantum Mechanics of Fundamental Systems 3, edited by Claudio Teitelboim and Jorge Zanelli (Plenum Press, New York, 1992); I. K. Kostov, B. Ponsot, and D. Serban, Boundary Liouville theory and 2D quantum gravity, Nucl. Phys. B683, 309 (2004); J. M. Maldacena, G. W. Moore, N. Seiberg, and D. Shih, Exact vs semiclassical target space of the minimal string, J. High Energy Phys. 10 (2004) 020; D. Kutasov, K. Okuyama, J. w. Park, N. Seiberg, and D. Shih, Annulus amplitudes and ZZ branes in minimal string theory, 08 (2004) 026.
  61. D. C. Khandekar and F. W. Wiegel, Distribution of the area enclosed by a plane random walk, J. Phys. A 21, L563 (1988); B. Duplantier, Areas of planar Brownian curves, 22, 3033 (1989); A. Comtet, J. Desbois, and S. Ouvry, Winding of planar Brownian curves, 23, 3563 (1990); J. Rudnick and G. Gaspari, The shapes and sizes of closed pressurized random walks, Science 252, 422 (1991); G. Gaspari, J. Rudnick, and A. Beldjenna, The shapes and sizes of two-dimensional pressurized, self-intersecting rings, as models for two-dimensional vesicles, J. Phys. A 26, 1 (1993); E. Haleva and H. Diamant, Smoothening transition of a two-dimensional pressurized polymer ring, Eur. Phys. J. E 19, 461 (2006); M. K. Mitra, G. I. Menon, and R. Rajesh, Phase transitions in pressurised semiflexible polymer rings, Phys. Rev. E 77, 041802 (2008).
  62. É. Brézin, V. A. Kazakov, and Al. B. Zamolodchikov, Scaling violation in a field theory of closed strings in one physical dimension, Nucl. Phys. B338, 673 (1990); P. H. Ginsparg and J. Zinn-Justin, 2D gravity + 1D matter, Phys. Lett. B 240, 333 (1990); D. J. Gross and I. R. Klebanov, One-dimensional string theory on a circle, Nucl. Phys. B344, 475 (1990); D. J. Gross and N. Miljkovic, A nonperturbative solution of D=1 string theory, Phys. Lett. B 238, 217 (1990); J. Polchinski, Critical behavior of random surfaces in one-dimension, Nucl. Phys. B346, 253 (1990); S. S. Gubser and I. R. Klebanov, A modified c=1 matrix model with new critical behavior, Phys. Lett. B 340, 35 (1994).
  63. V. A. Kazakov, Ising model on a dynamical planar random lattice: Exact solution, Phys. Lett. A 119, 140 (1986); D. V. Boulatov and V. A. Kazakov, The ising model on random planar lattice: The structure of phase transition and the exact critical exponents, Phys. Lett. B 186, 379 (1987); É. Brézin, M. R. Douglas, V. A. Kazakov, and S. H. Shenker, The ising model coupled to 2-D gravity: A nonperturbative analysis, 237, 43 (1990).
  64. A. B. Zamolodchikov, On the entropy of random surfaces, Phys. Lett. 117B, 87 (1982).
  65. H. Duminil-Copin and S. Smirnov, The connective constant of the honeycomb lattice equals (2+2)1/2, Ann. Math. 175, 1653 (2012).
  66. S. Leibler, R. R. P. Singh, and M. E. Fisher, Thermodynamic behavior of two-dimensional vesicles, Phys. Rev. Lett. 59, 1989 (1987).
  67. K. Schmüdgen, Ten lectures on the moment problem, arXiv:2008.12698.
  68. C. Garban and J. A. Trujillo Ferreras, The expected area of the filled planar Brownian loop is π/5, Commun. Math. Phys. 264, 797 (2006).
  69. C. Richard, A. J. Guttmann, and I. Jensen, Scaling function and universal amplitude combinations for self-avoiding polygons, J. Phys. A 34, L495 (2001).
  70. A. J. Guttmann and I. G. Enting, The number of convex polygons on the square and honeycomb lattices, J. Phys. A 21, L467 (1988); K. Y. Lin, Exact solution of the convex polygon perimeter and area generating function, 24, 2411 (1991).
  71. T. Budd, Discrete flat disks: rigid quadrangulations, arXiv:2509.24785.
  72. B. B. Mandelbrot, The Fractal Geometry of Nature (W.H. Freeman and Company Ed., San Francisco, 1983).
  73. G. Lawler, O. Schramm, and W. Werner, Values of Brownian intersection exponents I: Half-plane exponents, Acta Math. 187, 237 (2001); Values of Brownian intersection exponents II: Plane exponents, 187, 275 (2001); Analyticity of intersection exponents for planar Brownian motion, 189, 179 (2002).
  74. P. Di Francesco and C. Itzykson, A generating function for fatgraphs, Ann. Inst. Henri Poincaré, A 59, 117 (1993).
  75. V. A. Kazakov, M. Staudacher, and T. Wynter, Character expansion methods for matrix models of dually weighted graphs, Commun. Math. Phys. 177, 451 (1996); Almost flat planar diagrams, 179, 235 (1996); Exact solution of discrete two-dimensional R2 gravity, Nucl. Phys. B471, 309 (1996); Advances in large N group theory and the solution of two-dimensional R2 gravity, arXiv:hep-th/9601153; A. Guionnet and M. Maida, Character expansion method for the first order asymptotics of a matrix integral, Probab. Theory Relat. Fields 132, 539 (2005).
  76. E. Duchi, V. Guerrini, S. Rinaldi, and G. Schaeffer, Fighting fish, J. Phys. A 50, 024002 (2017).
  77. B. Zonneveld, A tree bijection for rigid quadrangulations, arXiv:2509.24787.
  78. M. E. Gertsenshtein and V. B. Vasiliev, Waveguides with random inhomogeneities and Brownian motion in the Lobachevsky plane, Theory Probab. Appl. 3, 391 (1959); L. Lao and E. Orsingher, Hyperbolic and fractional Brownian motion, Stochastics: Int. J. Probab. Stochastics Processes 79, 505 (2007).
  79. M. J. Kearney and R. J. Martin, Airy asymptotics: The logarithmic derivative and its reciprocal, J. Phys. A 42, 425201 (2009).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation