Abstract
We give a survey of recent result regarding scaling limits of systems from statistical mechanics, as well as the universality of the behaviour of such systems in so-called cross-over regimes. It transpires that some of these universal objects are described by singular stochastic PDEs. We then give a survey of the recently developed theory of regularity structures which allows to build these objects and to describe some of their properties. We place particular emphasis on the renormalisation procedure required to give meaning to these equations.
These are expanded notes of the 20th Takagi Lectures held at The University of Tokyo on November 4, 2017.
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H. Bahouri, J.-Y. Chemin and R. Danchin, Fourier Analysis and Nonlinear Partial Differential Equations, Grundlehren Math. Wiss., 343, Springer-Verlag, 2011.
L. Bertini and G. Giacomin, Stochastic Burgers and KPZ equations from particle systems, Comm. Math. Phys., 183 (1997), 571–607.
A. Borodin and I. Corwin, Macdonald processes, Probab. Theory Related Fields, 158 (2014), 225–400.
J. Bourgain, Invariant measures for the 2D-defocusing nonlinear Schrödinger equation, Comm. Math. Phys., 176 (1996), 421–445.
Y. Bruned, A. Chandra, I. Chevyrev and M. Hairer, Renormalizing SPDEs in regularity structures, preprint, arXiv:1711.10239.
Y. Bruned, M. Hairer and L. Zambotti, Algebraic renormalisation of regularity structures, preprint, arXiv:1610.08468.
D.C. Brydges, J. Fröhlich and A.D. Sokal, The random-walk representation of classical spin systems and correlation inequalities, Comm. Math. Phys., 91 (1983), 117–139.
F. Camia, C. Garban and C.M. Newman, Planar Ising magnetization field I. Uniqueness of the critical scaling limit, Ann. Probab., 43 (2015), 528–571.
F. Camia, C. Garban and C.M. Newman, Planar Ising magnetization field II. Properties of the critical and near-critical scaling limits, Ann. Inst. Henri Poincaré Probab. Stat., 52 (2016), 146–161.
A. Chandra and M. Hairer, An analytic BPHZ theorem for regularity structures, preprint, arXiv:1612.08138.
D. Chelkak and S. Smirnov, Universality in the 2D Ising model and conformal invariance of fermionic observables, Invent. Math., 189 (2012), 515–580.
I. Corwin, J. Quastel and D. Remenik, Renormalization fixed point of the KPZ universality class, J. Stat. Phys., 160 (2015), 815–834.
I. Corwin and H. Shen, Open ASEP in the weakly asymmetric regime, preprint, arXiv:1610.04931.
G. Da Prato and A. Debussche, Two-dimensional Navier–Stokes equations driven by a space-time white noise, J. Funct. Anal., 196 (2002), 180–210.
G. Da Prato and A. Debussche, Strong solutions to the stochastic quantization equations, Ann. Probab., 31 (2003), 1900–1916.
A. De Masi, N. Ianiro, A. Pellegrinotti and E. Presutti, A survey of the hydrodynamical behavior of many-particle systems, In: Nonequilibrium Phenomena, II, Stud. Statist. Mech., XI, North-Holland, Amsterdam, 1984, pp. 123–294.
M.D. Donsker, An invariance principle for certain probability limit theorems, In: On the Distribution of Values of Sums of Random Variables, Mem. Amer. Math. Soc., 6, Amer. Math. Soc., Providence, RI, 1951.
S. El-Showk, M.F. Paulos, D. Poland, S. Rychkov, D. Simmons-Duffin and A. Vichi, Solving the 3d Ising model with the conformal bootstrap, Phys. Rev. D, 86 (2012), 025022.
S. El-Showk, M.F. Paulos, D. Poland, S. Rychkov, D. Simmons-Duffin and A. Vichi, Solving the 3d Ising model with the conformal bootstrap II. c-minimization and precise critical exponents, J. Stat. Phys., 157 (2014), 869–914.
P.K. Friz and M. Hairer, A Course on Rough Paths. With an Introduction to Regularity Structures, Universitext, Springer-Verlag, 2014.
P.K. Friz and N.B. Victoir, Multidimensional Stochastic Processes as Rough Paths. Theory and Applications, Cambridge Stud. Adv. Math., 120, Cambridge Univ. Press, Cambridge, 2010.
T. Funaki and J. Quastel, KPZ equation, its renormalization and invariant measures, Stoch. Partial Differ. Equ. Anal. Comput., 3 (2015), 159–220.
M. Gerencsér and M. Hairer, Singular SPDEs in Domains with Boundaries, Probab. Theory Related Fields, 2018.
J. Glimm and A. Jaffe, Quantum Physics. A Functional Integral Point of View. Second ed., Springer-Verlag, 1987.
P. Gonçalves and M. Jara, Nonlinear fluctuations of weakly asymmetric interacting particle systems, Arch. Ration. Mech. Anal., 212 (2014), 597–644.
M. Gubinelli, Controlling rough paths, J. Funct. Anal., 216 (2004), 86–140.
M. Gubinelli and N. Perkowski, The Hairer–Quastel universality result in equilibrium, preprint, arXiv:1602.02428.
M. Gubinelli and N. Perkowski, Energy solutions of KPZ are unique, J. Amer. Math. Soc., 31 (2018), 427–471.
M. Hairer, A theory of regularity structures, Invent. Math., 198 (2014), 269–504.
M. Hairer, An analyst’s take on the BPHZ theorem, preprint, arXiv:1704.08634.
M. Hairer and J. Quastel, A class of growth models rescaling to KPZ, preprint, arXiv:1512.07845.
M. Hairer, M.D. Ryser and H. Weber, Triviality of the 2D stochastic Allen–Cahn equation, Electron. J. Probab., 17 (2012), no. 39.
M. Hairer and W. Xu, Large-scale behavior of three-dimensional continuous phase coexistence models, Comm. Pure Appl. Math., 71 (2018), 688–746.
M. Hairer and W. Xu, Large-scale limit of interface fluctuation models, preprint, arXiv:1802.08192.
K. Johansson, Shape fluctuations and random matrices, Comm. Math. Phys., 209 (2000), 437–476.
M. Kardar, G. Parisi and Y.-C. Zhang, Dynamic scaling of growing interfaces, Phys. Rev. Lett., 56 (1986), 889–892.
H. Kesten, The critical probability of bond percolation on the square lattice equals 1/2, Comm. Math. Phys., 74 (1980), 41–59.
T.M. Liggett, Interacting Particle Systems, Grundlehren Math. Wiss., 276, Springer-Verlag, 1985.
T.J. Lyons, On the nonexistence of path integrals, Proc. Roy. Soc. London Ser. A, 432 (1991), 281–290.
T.J. Lyons, Differential equations driven by rough signals, Rev. Mat. Iberoamericana, 14 (1998), 215–310.
T.J. Lyons, M. Caruana and T. Lévy, Differential Equations Driven by Rough Paths, Lectures from the 34th Summer School on Probability Theory held in Saint-Flour, July 6–24, 2004, With an introduction concerning the Summer School by Jean Picard, Lecture Notes in Math., 1908, Springer-Verlag, 2007.
T.J. Lyons and Z. Qian, System Control and Rough Paths, Oxford Math. Monogr., Oxford Univ. Press, Oxford, 2002.
K. Matetski, J. Quastel and D. Remenik, The KPZ fixed point, preprint, arXiv:1701.00018.
J.-C. Mourrat and H. Weber, Convergence of the two-dimensional dynamic Ising–Kac model to Ф 42 , Comm. Pure Appl. Math., 70 (2017), 717–812.
E. Nelson, A quartic interaction in two dimensions, In: Mathematical Theory of Elementary Particles, Proc. Conf., Dedham, MA, 1965, M.I.T. Press, Cambridge, MA, 1966, pp. 69–73.
J. Quastel and H. Spohn, The one-dimensional KPZ equation and its universality class, J. Stat. Phys., 160 (2015), 965–984.
K. Ravishankar, Fluctuations from the hydrodynamical limit for the symmetric simple exclusion in Z d, Stochastic Process. Appl., 42 (1992), 31–37.
O. Schramm and S. Smirnov, On the scaling limits of planar percolation. With an Appendix by Christophe Garban, Ann. Probab., 39 (2011), 1768–1814.
C.A. Tracy and H. Widom, Integral formulas for the asymmetric simple exclusion process, Comm. Math. Phys., 279 (2008), 815–844.
B. Tsirelson, Scaling limit, noise, stability, In: Lectures on Probability Theory and Statistics, Lecture Notes in Math., 1840, Springer-Verlag, 2004, pp. 1–106.
S. Weinberg, High-energy behavior in quantum field-theory, Phys. Rev. (2), 118 (1960), 838–849.
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Communicated by: Takashi Kumagai
This article is based on the 20th Takagi Lectures that the author delivered at the University of Tokyo on November 4, 2017.
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Hairer, M. Renormalisation of parabolic stochastic PDEs. Jpn. J. Math. 13, 187–233 (2018). https://doi.org/10.1007/s11537-018-1742-x
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DOI: https://doi.org/10.1007/s11537-018-1742-x