18.177 Gauge theory and random surfaces: Fall, 2017
Lectures: Tuesday and Thursday 1:00-2:30, Room 2-142.
First lecture Thursday, September 7.
Office hours: Tuesday and Thursday, 2:30-3:30, Room
2-249.
Assignments: three problem sets and one final project. Final
project may be either expository or original-research based.
Several suggested research problems will be presented. Collaborative
efforts will be
allowed.
Texts: course notes and references to be assigned.
Prerequisites: basic probability at the level of an
introductory
graduate course (18.175 or equivalent).
Textbook: various readings, including some topics in
lecture notes with Jason Miller in progress
Course topics: first an introduction to Yang-Mills lattice
gauge theory and some of its interesting variants, along with
their relationships to embedded planar maps and discretized string
trajectories. Second, an overview of universal random
structures in
1D and 2D, including Brownian motion, Bessel processes, stable Levy
processes,
ranges of stable subordinators, continuum random trees, Gaussian random
distributions
fields, and random curves and loop ensembles. Some discussion of
motivating problems from statistical physics, quantum
field theory, conformal field
theory, string theory, and early universe cosmology.
Lattice gauge theory: Yang-Mills and its variants
1. Lattice and continuum connections: defining lattice
Yang-Mills, compact and non-compact gauge groups, gauge
invariance and gauge fixing, Gaussian ensembles
2. Planar maps and random matrix integrals:
planar map enumeration calculations involving Wick's theorem, variants
that encode statistical physics models, t'Hooft limits
3. String trajectories and embedded planar maps: Chatterjee's
discretized string trajectories along with related earlier work,
1/N expansion
Summary of universal objects and discrete analogs:
1. Random planar trees: Aldous's continuum random tree,
Levy trees, loop trees,
Brownian snakes, Galton Watson trees and uniform
random trees.
2. Random generalized functions: Gaussian free fields (free
boundary, fixed
boundary, massive), fractional Gaussian fields, log correlated
free fields, discrete Gaussian
free field, dimer model height functions, uniform spanning tree height
functions, non-intersecting lattice paths and determinants, Laplacian
determinants.
3. Random curves: Schramm-Loewner evolution (SLE), conformal
loop
ensembles (CLE), 2D Brownian motion, percolation,
Ising and Potts models, FK cluster models, GFF level lines/harmonic
explorer, uniform spanning tree boundary, loop-erased random walk,
Wilson's algorithm.
4. Random surfaces: Brownian map and Liouville quantum
gravity, multiplicative chaos, random planar maps, random
quadrangulations,
random triangulations, the Schaeffer bijection, the Mullin bijection, the
FK bijection.
5. Random growth models: KPZ growth,
Brownian web, Hastings-Levitov,
DLA, Eden model, internal DLA.
6. Random connections: Yang Mills, quantum electromagnetism,
lattice Yang Mills.
Relationships among universal objects:
1. Imaginary geometry: generalized functions and
curves.
2. Conformal welding: surfaces, generalized
functions and curves.
3. Mating trees and the peanosphere: trees,
surfaces, generalized functions and curves.
4. Quantum Loewner evolution and the Brownian map: growth
models, trees, surfaces, generalized functions and curves.
Selected references on universal objects
Overview
Introductory slides
Graduate probability background
Probability: theory and examples (Durrett)
Slides and other references from 18.175
Yang Mills
Quantum Yang-Mills Theory (Jaffe and Witten)
SO(N) lattice
gauge theory (Chatterjee)
SU(N) lattice gauge
theory (Jafarov)
Large N expansion
(Chatterjee and Jafarov)
Large N master field in
2D (Levy)
Formal matrix
integrals and combinatorics of maps (Eynard)
Random matrices and enumeration of maps (Guionnet)
Wishart matrices (Lalley)
Continuum random tree
Random
trees, Levy processes, and spatial branching processes (Duquesne and Le Gall)
Levy
processes, stable processes, and subordinators (Lalley)
Bessel processes
(Lawler)
Continuous martingales and Brownian motion
(Revuz and Yor)
Levy processes (Bertoin)
Poisson point proccesses
(Johnson)
Stable loop trees (Curien and Kortchemski)
Continuum
random tree I, Continuum random
tree II, Continuum
random tree III (Aldous)
Brownian motion
(Morters and Peres)
Moore's theorem
(Timorin)
Random planar maps and the Brownian map
Scaling limits of random
trees and planar maps (Le Gall and Miermont)
Random geometry on the
sphere (Le Gall)
Slides on Cori-Vauquelin-Schaeffer bijection
and
Brownian map convergence (Bernardi)
Quantum gravity and
inventory accumulation
(Sheffield)
Bipolar orientations (Kenyon, Miller, Sheffield, Wilson)
Schnyder woods
(Li, Sun, Watson)
An axiomatic characterization of the Brownian map
(Miller, Sheffield)
Gaussian free field
Gaussian free fields
for mathematicians (Sheffield)
Topics on
the two-dimensional Gaussian free field (Werner)
Log-correlated free
field in general dimension (Duplantier, Rhodes, Sheffield, Vargas)
Fractional Gaussian
fields: a survey (Lodhia, Sheffield, Sun, Watson)
Liouville quantum gravity
Liouville Quantum Gravity
and KPZ (Duplantier and Sheffield)
Quantum gravity and the
KPZ formula (Garban)
Introduction to the Gaussian Free Field and Liouville Quantum Gravity
(Berestycki)
Polyakov's formulation of 2d Bosonic string theory
(Guillarmou, Rhodes, Vargas)
Gaussian multiplicative
chaos and applications: a review
Determinants of Laplacians; Heights and Finiteness (Sarnak)
Schramm-Loewner evolution and discrete analogs
Random planar curves and
Schramm-Loewner
evolutions (Werner)
Conformally Invariant Processes in the Plane: Summer School Lecture
Notes (Lawler)
Conformally Invariant
Processes in the Plane: Book (Lawler --- save and use
online ps2pdf if your
machine
doesn't have postscript).
A Guide to
Stochastic Loewner Evolution and its Applications (Kager and
Nienhuis)
Lectures on Schramm-Loewner evolution (Berestycki and Norris)
Growth models
Diffusion
limited aggregation (Witten and Sander)
DLA
bounds (Kesten)
Dielectric
breakdown model (Niemeyer, Pietronero, Weismann)
Introduction
to KPZ (Quastel)
Renormalization fixed
point of the KPZ universality class (Corwin, Quastel, Remenik)
KPZ
equation and universality class (Corwin)
Directed polymers (Borowin, Corwin, Ferrari)
Selected references on universal object relationships
GFF + SLE
A contour line of the
continuum Gaussian free field
(Schramm and Sheffield)
Level lines of Gaussian Free Field I:
Zero-boundary GFF (Wang and Wu)
Imaginary
geometry I: Interacting SLEs (Miller and Sheffield)
Imaginary
geometry II: reversibility results for kappa in (0,4)
(Miller and Sheffield)
Imaginary
geometry III: reversibility results for kappa in (4,8) (Miller and
Sheffield)
Imaginary
geometry IV: interior rays, whole-plane
reversibility, and space-filling trees (Miller and Sheffield)
LQG + LQG = LQG + SLE
Conformal weldings of
random surfaces: SLE and the
quantum gravity zipper (Sheffield)
Notes on
Sheffield's quantum zipper (Benoist)
Introduction
to the Gaussian Free Field
and Liouville Quantum Gravity (Berestycki)
CRT + CRT = LQG + SLE
Liouville quantum gravity
as a mating of trees (Miller and Sheffield)
Liouville quantum
gravity spheres
as matings of finite-diameter trees (Miller and Sheffield)
LQG + reshuffled SLE = LQG + DBM
Quantum Loewner
Evolution (Miller and Sheffield)
LQG = TBM
Liouville quantum
gravity and the Brownian map I (Miller and Sheffield)
Liouville quantum
gravity and the Brownian map II (Miller and Sheffield)
Liouville quantum
gravity and the Brownian map III (Miller and Sheffield)
Open problems:
Open problem document in progress
Problem sets and final project:
Problem set document