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Open AccessJournal ArticleDOI

A Class of Discontinuous Petrov–Galerkin Methods. Part I: The Transport Equation

TLDR
The new method, unlike the older approaches, yields optimal estimates for the primal variable in both the element size h and polynomial degree p, and outperforms the standard upwind DG method.
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This article is published in Computer Methods in Applied Mechanics and Engineering.The article was published on 2010-04-15 and is currently open access. It has received 226 citations till now. The article focuses on the topics: Discontinuous Galerkin method & Galerkin method.

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Citations
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Journal ArticleDOI

A class of discontinuous Petrov–Galerkin methods. II. Optimal test functions

TL;DR: This work identifies a discontinuous Galerkin (DG) framework wherein test functions, arbitrarily close to the optimal ones, can be locally computed and its feasibility illustrated through several theoretical and numerical examples.
Journal ArticleDOI

A class of discontinuous Petrov-Galerkin methods. Part III

TL;DR: In this paper, a theoretical and numerical study on the Discontinuous Petrov-Galerkin method with optimal test functions in context of 1D and 2D convection-dominated diffusion problems and hp-adaptivity is presented.
Book ChapterDOI

Model Order Reduction in Fluid Dynamics: Challenges and Perspectives

TL;DR: In this paper, a review of model reduction techniques for fluid dynamics systems is presented, with a focus on steady and unsteady viscous flows modelled by the incompressible Navier-Stokes equations.
Journal ArticleDOI

Robust Numerical Methods for Singularly Perturbed Differential Equations: A Survey Covering 2008–2012

TL;DR: In this article, the authors present new results in numerical analysis of singularly perturbed convection-diffusion-reaction problems that have appeared in the last five years, mainly discussing layer-adapted meshes.
Journal ArticleDOI

High-order implicit hybridizable discontinuous Galerkin methods for acoustics and elastodynamics

TL;DR: A class of hybridizable discontinuous Galerkin (HDG) methods for the numerical simulation of wave phenomena in acoustics and elastodynamics that reduce the globally coupled unknowns to the approximate trace of the velocity, which is defined on the element faces and single-valued, thereby leading to a significant saving in the computational cost.
References
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Book

The Finite Element Method for Elliptic Problems

TL;DR: The finite element method has been applied to a variety of nonlinear problems, e.g., Elliptic boundary value problems as discussed by the authors, plate problems, and second-order problems.
Book

Finite Element Method for Elliptic Problems

TL;DR: In this article, Ciarlet presents a self-contained book on finite element methods for analysis and functional analysis, particularly Hilbert spaces, Sobolev spaces, and differential calculus in normed vector spaces.
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Frequently Asked Questions (11)
Q1. What have the authors contributed in "A class of discontinuous petrov–galerkin methods. part i: the transport equation" ?

Considering a simple model transport problem, the authors present a new finite element method. 

When rewriting the left hand side as a sum over the mesh edges, the authors observe that all contributions due to edges interior to Λ` cancel out. 

by simply modifying their test space Vp(K) to align with ΠRTh ~β within each element K, the authors obtain a low-order generalization of the DPG method to the case of variable ~β with minimal modifications. 

The authors believe their method is the first in the finite element (not just DG) family of methods for the transport equation which has provably optimal convergence rates on very general meshes. 

the identification of inflow and outflow faces can only be as accurate as the round-off errors permit, i.e., the strict inequalities (9) can only be implemented up to round-off. 

the identification of inflow and outflow faces can only be as accurate as the round-off errors permit, i.e., the strict inequalities (9) can only be implemented up to round-off. 

By the inequality of arithmetic and geometric means, this implies|||φ− φh|||21 h , 1 β ,K ≤ 3h−1β,K‖φ−ΠMφ‖21 β ,∂outK∪∂inK ,which gives the first error estimate of the theorem. 

The functional |||(u, φ)|||h is a norm on the space X = L2(Ω)×M , where M = {µ : µ|F ∈ L2(F ) for all mesh edges F and µ|∂inΩ = 0}. 

The authors put together the spectral method on each element to get the following composite method on the mesh Th: Find (uh, φh) ∈ Xh def = Wh ×Mh satisfyingah( (uh, φh), vh) = (f, vh)Ω − 〈~β · ~n g, vh〉∂inΩ, (25) for all vh ∈ Vh, whereah( (uh, φh), vh) =∑K∈Th[ 〈φh, vh〉∂outK − 〈φh, vh〉∂inK\\∂inΩ − (uh, ~β · ~∇ vh)K ] 

the process of splitting the mesh into layers S` (see § 3.4) yields an enumeration of flux degrees of freedom that makes the matrix for φh’s triangular, and hence suitable for fast solution by backsubstitution. 

The ole r as the authors re tricted ourselves to th two-dimensional case in Section 3 is that Lemma 3.1 does not hold for general tetrahedral meshes.