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The estimation of truncation error by τ-estimation revisited

The estimation of truncation error by \(\tau \)-estimation revisited
Authors: Fraysse, François; Vicente Buendia, Javier de; Valero Sánchez, Eusebio;

The estimation of truncation error by τ-estimation revisited

Abstract

The aim of this paper was to accurately estimate the local truncation error of partial differential equations, that are numerically solved using a finite difference or finite volume approach on structured and unstructured meshes. In this work, we approximated the local truncation error using the @t-estimation procedure, which aims to compare the residuals on a sequence of grids with different spacing. First, we focused the analysis on one-dimensional scalar linear and non-linear test cases to examine the accuracy of the estimation of the truncation error for both finite difference and finite volume approaches on different grid topologies. Then, we extended the analysis to two-dimensional problems: first on linear and non-linear scalar equations and finally on the Euler equations. We demonstrated that this approach yields a highly accurate estimation of the truncation error if some conditions are fulfilled. These conditions are related to the accuracy of the restriction operators, the choice of the boundary conditions, the distortion of the grids and the magnitude of the iteration error.

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Spain
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Keywords

Numerical solution of boundary value problems involving ordinary differential equations, Finite difference and finite volume methods for ordinary differential equations, finite volume solvers, numerical examples, Multigrid methods; domain decomposition for boundary value problems involving PDEs, Error bounds for boundary value problems involving PDEs, Laplace operator, Helmholtz equation (reduced wave equation), Poisson equation, Nonlinear boundary value problems for ordinary differential equations, finite difference, Matemáticas, Finite volume methods for boundary value problems involving PDEs, Finite volume solvers, Multigrid, Nonlinear elliptic equations, truncation error, uncertainty estimator, Poisson equation, Truncation error, Uncertainty estimator, Linear boundary value problems for ordinary differential equations, Euler equation, multigrid, Error bounds for numerical methods for ordinary differential equations

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
29
Top 10%
Top 10%
Top 10%
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