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Statistical Mechanics Beyond 2D - Workshop III 2024

Institute for Pure & Applied Mathematics (IPAM) via YouTube

Overview

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Explore advanced statistical mechanics concepts beyond traditional two-dimensional models in this comprehensive workshop series from the Institute for Pure & Applied Mathematics. Delve into cutting-edge research extending classical "integrable" statistical mechanics to higher dimensions and non-planar graphs through topics including graph limits, posets, multinomial models, random complexes, and random groups. Master common analytical tools such as random walks, graph Laplacians, homology theory, and determinants while examining Benjamini-Schramm limits of graphs, unimodular measures, spanning trees and complexes, chip firing/sandpile models, matroids, and higher determinantal processes. Investigate random complexes, multinomial models, random groups, rigidity theory, and statistical physics applications in dimensions greater than two through expert presentations covering hierarchical percolation, random aggregation on complex planes, biased transpositions, 3D dimers, random constraint satisfaction problems, interacting Polya urns, epidemic modeling on large networks, spectral gap estimates, dynamical last passage percolation, minimal surfaces in random environments, homological percolation, scaling limits of loop-erased random walks, Poisson-Dirichlet distributions, activated random walks, scaling exponents in stationary random graphs, branching random walks, arboreal gas theory, Radon-Nikodym topography, rigidity thresholds, and Potts lattice gauge theory.

Syllabus

Lily Reeves - Distances in hierarchical percolation - IPAM at UCLA
Vittoria Silvestri - Random aggregation on the complex plane and the Hastings-Levitov models
Evita Nestoridi - Cutoff for biased transpositions - IPAM at UCLA
Catherine Wolfram - Dimers in 3D - IPAM at UCLA
Allan Sly - Local Weak Convergence for Random Constraint Satisfaction Problems - IPAM at UCLA
Omer Angel - Interacting Polya urns - IPAM at UCLA
Oanh Nguyen - Epidemics on large networks - IPAM at UCLA
Reza Gheissari - Spectral gap estimates for the random field Ising model - IPAM at UCLA
Alan Hammond - Stability and chaos in dynamical last passage percolation - IPAM at UCLA
Ron Peled - Minimal Surfaces in Random Environment - IPAM at UCLA
Paul Duncan - Homological Percolation in a Torus - IPAM at UCLA
Sarai Hernandez Torres - Minkowski content of the scaling limit of 3D loop-erased random walk
Dor Elboim - Poisson-Dirichlet distribution for the interchange process in five dimensions
Christopher Hoffman - The density conjecture for activated random walk - IPAM at UCLA
James Lee - Scaling exponents in stationary random graphs - IPAM at UCLA
Amine Asselah - Branching Random Walks on Zd, for d 4 - IPAM at UCLA
Tyler Helmuth - The Arboreal Gas - IPAM at UCLA
Robin Tucker-Drob - Radon-Nikodym topography of amenable equivalence relations in an acyclic graph
Yuval Peled - Sharp Threshold for Rigidity of Random Graphs - IPAM at UCLA
Benjamin Schweinhart - The Plaquette Random Cluster Model and Potts Lattice Gauge Theory

Taught by

Institute for Pure & Applied Mathematics (IPAM)

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