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19912026
most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 2008 · math.PRShow all

7 papers · 2 filters

math.PR2008★ 21 cited

Ising (Conformal) Fields and Cluster Area Measures

Federico Camia, Charles M. Newman

We provide a representation for the scaling limit of the d=2 critical Ising magnetization field as a (conformal) random field using SLE (Schramm-Loewner Evolution) clusters and ass…

math.PR2008★ 1 cited

Coagulation, diffusion and the continuous Smoluchowski equation

Mohammad Reza Yaghouti, Fraydoun Rezakhanlou, Alan Hammond

The Smoluchowski equation is a system of partial differential equations modelling the diffusion and binary coagulation of a large collection of tiny particles. The mass parameter m…

math.PR2008★ 31 cited

How hot can a heat bath get?

Martin Hairer

We study a model of two interacting Hamiltonian particles subject to a common potential in contact with two Langevin heat reservoirs: one at finite and one at infinite temperature.…

math.PR2008★ 1 cited

Exceptional Times for the Dynamical Discrete Web

L. R. G. Fontes, C. M. Newman, K. Ravishankar +1

The dynamical discrete web (DyDW),introduced in recent work of Howitt and Warren, is a system of coalescing simple symmetric one-dimensional random walks which evolve in an extra c…

math.PR2008★ 2 cited

Marking (1,2) Points of the Brownian Web and Applications

C. M. Newman, K. Ravishankar, E. Schertzer

The Brownian web (BW), which developed from the work of Arratia and then Tóth and Werner, is a random collection of paths (with specified starting points) in one plus one dimension…

math.PR2008★ 3 cited

Quenched large deviations for random walk in a random environment

Atilla Yilmaz

We take the point of view of a particle performing random walk with bounded jumps on in a stationary and ergodic random environment. We prove the quenched large devi…