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20192023
most citedDeep neural networks for smooth approximation of physics with higher order and continuity B-spline base functions

1 citations · 2 across the 2 of their papers we have counts for

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6 papers · 1 filter

math.NA2023

Multistage DPG time-marching scheme for nonlinear problems

Judit Muñoz-Matute, Leszek Demkowicz

In this article, we employ the construction of the time-marching Discontinuous Petrov-Galerkin (DPG) scheme we developed for linear problems to derive high-order multistage DPG met…

math.NA2023

Stability Analysis for Electromagnetic Waveguides. Part 1: Acoustic and Homogeneous Electromagnetic Waveguides

Jens Markus Melenk, Leszek Demkowicz, Stefan Henneking

In a time-harmonic setting, we show for heterogeneous acoustic and homogeneous electromagnetic wavesguides stability estimates with the stability constant depending linearly on the…

math.NA20221 cited

Deep neural networks for smooth approximation of physics with higher order and continuity B-spline base functions

Kamil Doległo, Anna Paszyńska, Maciej Paszyński +1

This paper deals with the following important research question. Traditionally, the neural network employs non-linear activation functions concatenated with linear operators to app…

math.NA2020

An adaptive multigrid solver for DPG methods with applications in linear acoustics and electromagnetics

Socratis Petrides, Leszek Demkowicz

We propose an adaptive multigrid preconditioning technology for solving linear systems arising from Discontinuous Petrov-Galerkin (DPG) discretizations. Unlike standard multigrid t…

math.NA2019

A numerical study of the pollution error and DPG adaptivity for long waveguide simulations

Stefan Henneking, Leszek Demkowicz

High-frequency wave propagation has many important applications in acoustics, elastodynamics, and electromagnetics. Unfortunately, the finite element discretization for these probl…

math.NA2019

Model and computational advancements to full vectorial Maxwell model for studying fiber amplifiers

Stefan Henneking, Jacob Grosek, Leszek Demkowicz

We present both modeling and computational advancements to a unique three-dimensional discontinuous Petrov-Galerkin finite element model for the simulation of laser amplification i…