Abstract
Gaussian Multiplicative Chaos is a way to produce a measure on \({\mathbb{R}^d}\) (or subdomain of \({\mathbb{R}^d}\)) of the form \({e^{\gamma X(x)} dx}\), where X is a log-correlated Gaussian field and \({\gamma \in [0, \sqrt{2d})}\) is a fixed constant. A renormalization procedure is needed to make this precise, since X oscillates between −∞ and ∞ and is not a function in the usual sense. This procedure yields the zero measure when \({\gamma = \sqrt{2d}}\).
Two methods have been proposed to produce a non-trivial measure when \({\gamma = \sqrt{2d}}\). The first involves taking a derivative at \({\gamma = \sqrt{2d}}\) (and was studied in an earlier paper by the current authors), while the second involves a modified renormalization scheme. We show here that the two constructions are equivalent and use this fact to deduce several quantitative properties of the random measure. In particular, we complete the study of the moments of the derivative multiplicative chaos, which allows us to establish the KPZ formula at criticality. The case of two-dimensional (massless or massive) Gaussian free fields is also covered.
Similar content being viewed by others
References
Aïdékon E., Shi Z.: The Seneta–Heyde scaling for the branching random walk. Ann. Probab. 41(3A), 1362–1426 (2013)
Allez, R., Rhodes, R., Vargas, V.: Lognormal \({\star}\)-scale invariant random measures. Probab. Theory Relat. Fields 155(3–4), 751–788
Alvarez-Gaumé L., Barbón J.L.F., Crnković Č.: A proposal for strings at D > 1. Nucl. Phys. B 394, 383 (1993)
Ambjørn J., Durhuus B., Jonsson T.: A solvable 2d gravity model with γ > 0. Modern Phys. Lett. A 9, 1221 (1994)
Bacry E., Muzy J.F.: Log-infinitely divisible multifractal processes. Commun. Math. Phys. 236(3), 449–475 (2003)
Barral J., Jin X., Rhodes R., Vargas V.: Gaussian multiplicative chaos and KPZ duality. Commun. Math. Phys. 323, 451–485 (2013)
Barral J., Mandelbrot B.B.: Multifractal products of cylindrical pulses. Probab. Theory Relat. Fields 124, 409–430 (2002)
Barral, J., Kupiainen, A., Nikula, M., Saksman, E., Webb, C.: Critical Mandelbrot’s cascades. Commun. Math. Phys. 325(2), 685–711 (2014). arXiv:1206.5444v1
Benjamini I., Schramm O.: KPZ in one dimensional random geometry of multiplicative cascades. Commun. Math. Phys. 289(2), 653–662 (2009)
Biskup, M., Louidor, O.: Extreme local extrema of the two-dimensional discrete Gaussian free field. arXiv:1306.2602
Bramson, M., Ding, J., Zeitouni, O.: Convergence in law of the maximum of the two-dimensional discrete Gaussian free field. arXiv:1301.6669
Brézin E., Kazakov V.A., Zamolodchikov Al.B.: Scaling violation in a field theory of closed strings in one physical dimension. Nucl. Phys. B 338, 673–688 (1990)
Chelkak D., Smirnov S.: Discrete complex analysis on isoradial graphs. Adv. Math. 228, 1590–1630 (2011)
Das S.R., Dhar A., Sengupta A.M., Wadia S.R.: New critical behavior in d = 0 large-N matrix models. Modern Phys. Lett. A 5, 1041 (1990)
David, F.: Conformal field theories coupled to 2-D gravity in the conformal gauge. Modern Phys. Lett. A 3 (1988)
Di Francesco P., Ginsparg P., Zinn-Justin J.: 2D gravity and random matrices. Phys. Rep. 254, 1–133 (1995)
Distler, J., Kawai H.: Conformal field theory and 2-D quantum gravity or who’s afraid of Joseph Liouville? Nucl. Phys. B 321, 509–517 (1989)
Duplantier, B., Rhodes, R., Sheffield, S., Vargas, V.: Critical Gaussian multiplicative chaos: convergence of the derivative martingale. Ann. Probab. (2014, to appear). arXiv:1206.1671
Duplantier B.: A rigorous perspective on Liouville quantum gravity and KPZ. In: Jacobsen, J., Ouvry, S., Pasquier, V., Serban, D., Cugliandolo, L.F. (eds) Exact Methods in Low-dimensional Statistical Physics and Quantum Computing. Lecture Notes of the Les Houches Summer School, vol. 89, July 2008, Oxford University Press, Clarendon (2010)
Duplantier, B.: Conformal fractal geometry and boundary quantum gravity. In: Fractal Geometry and Applications: A Jubilee of Benoît Mandelbrot, Part 2, Proc. Sympos. Pure Math., vol. 72, pp. 365–482. American Mathematical Society, Providence (2004). arXiv:math-ph/0303034
Duplantier B., Sheffield S.: Liouville quantum gravity and KPZ. Invent. Math. 185(2), 333–393 (2011)
Duplantier B., Sheffield S.: Duality and KPZ in Liouville quantum gravity. Phys. Rev. Lett. 102, 150603 (2009)
Durhuus B.: Multi-spin systems on a randomly triangulated surface. Nucl. Phys. B 426, 203 (1994)
Falconer K.J.: The Geometry of Fractal Sets. Cambridge University Press, Cambridge (1985)
Fan A.H.: Sur le chaos de Lévy d’indice 0 < α < 1. Ann. Sci. Math. Québec 21(1), 53–66 (1997)
Garban, C., Rhodes, R., Vargas, V.: Liouville Brownian motion. arXiv:1301.2876v2 [math.PR]
Ginsparg P., Moore G.: Lectures on 2D gravity and 2D string theory. In: Harvey, J., Polchinski, J. (eds) Recent Direction in Particle Theory, Proceedings of the 1992 TASI, World Scientific, Singapore (1993)
Ginsparg P., Zinn-Justin J.: 2D gravity + 1D matter. Phys. Lett. B 240, 333–340 (1990)
Gross D.J., Klebanov I.R.: One-dimensional string theory on a circle. Nucl. Phys. B 344, 475–498 (1990)
Gross D.J., Miljković N.: A nonperturbative solution of D = 1 string theory. Phys. Lett. B 238, 217–223 (1990)
Gubser S.S., Klebanov I.R.: A modified c = 1 matrix model with new critical behavior. Phys. Lett. B 340, 35–42 (1994)
Heyde C.C.: Extension of a result of Seneta for the super-critical Galton–Watson process. Ann. Math. Stat. 41, 739–742 (1970)
Hu Y., Shi Z.: Minimal position and critical martingale convergence in branching random walks, and directed polymers on disordered trees. Ann. Probab. 37(2), 742–789 (2009)
Jain S., Mathur S.D.: World-sheet geometry and baby universes in 2-D quantum gravity. Phys. Lett. B 286, 239 (1992)
Kahane J.-P.: Sur le chaos multiplicatif. Ann. Sci. Math. Québec 9(2), 105–150 (1985)
Kazakov, V., Kostov, I., Kutasov, D.: A matrix model for the 2D black hole. In: Nonperturbative Quantum Effects 2000, JHEP Proceedings, Nuclear Physics, vol. B622, pp. 141–188 (2002)
Klebanov I.R.: Touching random surfaces and Liouville gravity. Phys. Rev. D 51, 1836–1841 (1995)
Klebanov I.R., Hashimoto A.: Non-perturbative solution of matrix models modified by trace-squared terms. Nucl. Phys. B 434, 264–282 (1995)
Klebanov I.R., Hashimoto A.: Wormholes, matrix models, and Liouville gravity. Nucl. Phys. (Proc. Suppl.) 45B,C, 135–148 (1996)
Knizhnik V.G., Polyakov A.M., Zamolodchikov A.B.: Fractal structure of 2D-quantum gravity. Modern Phys. Lett. A 3(8), 819–826 (1988)
Kostov I.K.: Loop amplitudes for nonrational string theories. Phys. Lett. B 266, 317–324 (1991)
Kostov I.K.: Strings with discrete target space. Nucl. Phys. B 376, 539–598 (1992)
Kostov I.K.: Boundary Loop Models and 2D Quantum Gravity. In: Jacobsen, J., Ouvry, S., Pasquier, V., Serban, D., Cugliandolo, L.F. (eds) Exact Methods in Low-dimensional Statistical Physics and Quantum Computing, Lecture Notes of the Les Houches Summer School, vol. 89, July 2008, Oxford University Press, Clarendon (2010)
Kostov I.K., Staudacher M.: Multicritical phases of the O(n) model on a random lattice. Nucl. Phys. B 384, 459–483 (1992)
Lacoin, H., Rhodes, R., Vargas, V.: Complex Gaussian multiplicative chaos. arXiv:1307.6117
Madaule, T.: Maximum of a log-correlated Gaussian field. arXiv:1307.1365v2 [math.PR]
Molchan G.M.: Scaling exponents and multifractal dimensions for independent random cascades. Commun. Math. Phys. 179, 681–702 (1996)
Morters P., Peres Y.: Brownian Motion. Cambridge University press, Cambridge (2010)
Nakayama Y.: Liouville field theory—a decade after the revolution. Int. J. Modern Phys. A 19, 2771 (2004)
Parisi G.: On the one dimensional discretized string. Phys. Lett. B 238, 209–212 (1990)
Polchinski J.: Critical behavior of random surfaces in one dimension. Nucl. Phys. B346, 253–263 (1990)
Rhodes, R., Sohier, J., Vargas, V.: \({\star}\)-scale invariant random measures. Ann. Probab. (2014, to appear). arXiv:1201.5219v1
Rhodes R., Vargas V.: Multidimensional multifractal random measures. Electron. J. Probab. 15, 241–258 (2010)
Rhodes R., Vargas V.: KPZ formula for log-infinitely divisible multifractal random measures. ESAIM Probab. Stat. 15, 358–371 (2011)
Robert R., Vargas V.: Gaussian multiplicative chaos revisited. Ann. Probab. 38(2), 605–631 (2010)
Seneta E.: On recent theorems concerning the supercritical Galton–Watson process. Ann. Math. Stat. 39, 2098–2102 (1968)
Sheffield S.: Gaussian free fields for mathematicians. Probab. Theory Relat. Fields 139, 521–541 (2007)
Sugino F., Tsuchiya O.: Critical behavior in c = 1 matrix model with branching interactions. Modern Phys. Lett. A 9, 3149–3162 (1994)
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by F. Toninelli
R. Duplantier was partially supported by grant ANR-08-BLAN-0311-CSD5 and by the MISTI MIT-France Seed Fund.
R. Rhodes was partially supported by grant ANR-11-JCJC.
S. Sheffield was partially supported by NSF grants DMS 064558, OISE 0730136 and DMS 1209044, and by the MISTI MIT-France Seed Fund.
V. Vargas was partially supported by grant ANR-11-JCJC.
Rights and permissions
About this article
Cite this article
Duplantier, B., Rhodes, R., Sheffield, S. et al. Renormalization of Critical Gaussian Multiplicative Chaos and KPZ Relation. Commun. Math. Phys. 330, 283–330 (2014). https://doi.org/10.1007/s00220-014-2000-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00220-014-2000-6