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most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 2011 · math.NAShow all

9 papers · 2 filters

math.NA2011★ 213 cited

A fast direct solver for structured linear systems by recursive skeletonization

Kenneth L. Ho, Leslie Greengard

We present a fast direct solver for structured linear systems based on multilevel matrix compression. Using the recently developed interpolative decomposition of a low-rank matrix…

math.NA2011★ 2 cited

On the efficient representation of the half-space impedance Green's function for the Helmholtz equation

Michael O'Neil, Leslie Greengard, Andras Pataki

A classical problem in acoustic (and electromagnetic) scattering concerns the evaluation of the Green's function for the Helmholtz equation subject to impedance boundary conditions…

math.NA2011★ 87 cited

Solving eigenvalue problems on curved surfaces using the Closest Point Method

Colin B. Macdonald, Jeremy Brandman, Steven J. Ruuth

Eigenvalue problems are fundamental to mathematics and science. We present a simple algorithm for determining eigenvalues and eigenfunctions of the Laplace--Beltrami operator on ra…

math.NA2011

Fast multi-particle scattering: a hybrid solver for the Maxwell equations in microstructured materials

Zydrunas Gimbutas, Leslie Greengard

A variety of problems in device and materials design require the rapid forward modeling of Maxwell's equations in complex micro-structured materials. By combining high-order accura…

math.NA2011★ 111 cited

Viscous Shock Capturing in a Time-Explicit Discontinuous Galerkin Method

Andreas Klöckner, Tim Warburton, Jan S. Hesthaven

We present a novel, cell-local shock detector for use with discontinuous Galerkin (DG) methods. The output of this detector is a reliably scaled, element-wise smoothness estimate w…

math.NA2011★ 1 cited

Variational integrators for electric circuits

Sina Ober-Blöbaum, Molei Tao, Mulin Cheng +2

In this contribution, we develop a variational integrator for the simulation of (stochastic and multiscale) electric circuits. When considering the dynamics of an electrical circui…