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19912026
most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 1999Show all

11 papers · 1 filter

cond-mat.dis-nn1999★ 26 cited

Zero-Temperature Dynamics of Ising Spin Systems Following a Deep Quench: Results and Open Problems

C. M. Newman, D. L. Stein

We consider zero-temperature, stochastic Ising models with nearest-neighbor interactions and an initial spin configuration chosen from a symmetric Bernoulli distribution (correspon…

cond-mat.dis-nn1999★ 34 cited

Metastable States in Spin Glasses and Disordered Ferromagnets

C. M. Newman, D. L. Stein

We study analytically M-spin-flip stable states in disordered short-ranged Ising models (spin glasses and ferromagnets) in all dimensions and for all M. Our approach is primarily d…

physics.flu-dyn1999★ 35 cited

Motion of Three Vortices near Collapse

X. Leoncini, L. Kuznetsov, G. M. Zaslavsky

A system of three point vortices in an unbounded plane has a special family of self-similarly contracting or expanding solutions: during the motion, vortex triangle remains similar…

cond-mat.dis-nn1999★ 15 cited

Spectrum of the Fokker-Planck operator representing diffusion in a random velocity field

J. T. Chalker, Z. Jane Wang

We study spectral properties of the Fokker-Planck operator that represents particles moving via a combination of diffusion and advection in a time-independent random velocity field…

chao-dyn1999★ 3 cited

Statistical Theory for the Stochastic Burgers Equation in the Inviscid Limit

Weinan E, Eric Vanden Eijnden

A statistical theory is developed for the stochastic Burgers equation in the inviscid limit. Master equations for the probability density functions of velocity, velocity difference…

cond-mat.dis-nn1999★ 57 cited

Blocking and Persistence in the Zero-Temperature Dynamics of Homogeneous and Disordered Ising Models

C. M. Newman, D. L. Stein

A ``persistence'' exponent theta has been extensively used to describe the nonequilibrium dynamics of spin systems following a deep quench: for zero-temperature homogeneous Ising m…