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most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 2008Show all

38 papers · 1 filter

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-ph2008★ 2 cited

Well-posedness of a parabolic moving-boundary problem in the setting of Wasserstein gradient flows

Jacobus W. Portegies, Mark A. Peletier

We develop a gradient-flow framework based on the Wasserstein metric for a parabolic moving-boundary problem that models crystal dissolution and precipitation. In doing so we deriv…

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-ph2008★ 1 cited

Quadratic algebras and integrable chains

F. Soloviev

Using Krichever-Phong's universal formula, we show that a multiplicative representation linearizes Sklyanin quadratic brackets for a multi-pole Lax function with a spectral paramet…

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.DG2008★ 1 cited

Complex Valued Analytic Torsion for Flat Bundles and for Holomorphic Bundles with (1,1) Connections

Sylvain E. Cappell, Edward Y. Miller

The work of Ray and Singer which introduced analytic torsion, a kind of determinant of the Laplacian operator in topological and holomorphic settings, is naturally generalized in b…