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19912026
most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 2015 · math.NAShow all

12 papers · 2 filters

math.NA2015

Second Kind Integral Equation Formulation for the Mode Calculation of Optical Waveguides

Jun Lai, Shidong Jiang

We present a second kind integral equation (SKIE) formulation for calculating the electromagnetic modes of optical waveguides, where the unknowns are only on material interfaces. T…

math.NA2015★ 8 cited

Numerical simulation of wave propagation in inhomogeneous media using Generalized Plane Waves

Lise-Marie Imbert-Gerard, Peter Monk

The Trefftz Discontinuous Galerkin (TDG) method is a technique for approximating the Helmholtz equation (or other linear wave equations) using piecewise defined local solutions of…

math.NA2015★ 2 cited

Fast integrators for dynamical systems with several temporal scales

Yoonsang Lee, Bjorn Engquist

We propose a fast integrator to a class of dynamical systems with several temporal scales. The proposed method is developed as an extension of the variable step size Heterogeneous…

math.NA2015★ 11 cited

Multiscale numerical methods for passive advection-diffusion in incompressible turbulent flow fields

Yoonsang Lee, Bjorn Engquist

We propose a seamless multiscale method which approximates the macroscopic behavior of the passive advection-diffusion equations with steady incompressible velocity fields with mul…

math.NA2015★ 28 cited

Data-driven prediction strategies for low-frequency patterns of North Pacific climate variability

Darin Comeau, Zhizhen Zhao, Dimitrios Giannakis +1

The North Pacific exhibits patterns of low-frequency variability on the intra-annual to decadal time scales, which manifest themselves in both model data and the observational reco…

math.NA2015★ 9 cited

A multilevel Monte Carlo method for a class of McKean-Vlasov processes

L. F. Ricketson

We generalize the multilevel Monte Carlo (MLMC) method of Giles to the simulation of systems of particles that interact via a mean field. When the number of particles is large, the…