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19912026
most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 2013 · math.NAShow all

11 papers · 2 filters

math.NA2013★ 1 cited

A Riemann--Hilbert approach to Jacobi operators and Gaussian quadrature

Thomas Trogdon, Sheehan Olver

The computation of the entries of Jacobi operators associated with orthogonal polynomials has important applications in numerical analysis. From truncating the operator to form a J…

math.NA2013★ 1 cited

Fast and Accurate Evaluation of Nonlocal Coulomb and Dipole-Dipole Interactions via the Nonuniform FFT

Shidong Jiang, Leslie Greengard, Weizhu Bao

We present a fast and accurate algorithm for the evaluation of nonlocal (long-range) Coulomb and dipole-dipole interactions in free space. The governing potential is simply the con…

math.NA2013

Analysis of some projection method based preconditioners for models of incompressible flow

Mingchao Cai

In this paper, several projection method based preconditioners for various incompressible flow models are studied. In particular, we are interested in the theoretical analysis of a…

math.NA2013★ 18 cited

Metropolis Integration Schemes for Self-Adjoint Diffusions

Nawaf Bou-Rabee, Aleksandar Donev, Eric Vanden-Eijnden

We present explicit methods for simulating diffusions whose generator is self-adjoint with respect to a known (but possibly not normalizable) density. These methods exploit this pr…

math.NA2013

Efficient sum-of-exponentials approximations for the heat kernel and their applications

Shidong Jiang, Leslie Greengard, Shaobo Wang

In this paper, we show that efficient separated sum-of-exponentials approximations can be constructed for the heat kernel in any dimension. In one space dimension, the heat kernel…

math.NA2013★ 14 cited

The solution of the scalar wave equation in the exterior of a sphere

Leslie Greengard, Thomas Hagstrom, Shidong Jiang

We derive new, explicit representations for the solution to the scalar wave equation in the exterior of a sphere, subject to either Dirichlet or Robin boundary conditions. Our form…