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Information flux maximum-entropy approximation schemes for convection-diffusion problems

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10 Scopus citations

Abstract

The requirement for stabilization or other similar techniques is well known when using the finite element method in computational fluid mechanics. A variety of such techniques has been introduced during the past decades along with different physical interpretations of the stabilization terms employed. In introducing so-called information flux methods, we developed a new point of view on the problem of numerical instabilities; with respect to Shannon's information theory instabilities are interpreted as a consequence of unadequate observance of the information flux present in fluid mechanics. Here we discuss different approaches to setting up information flux maximum-entropy approximation schemes based on that idea. The good accuracy of these approximation schemes is demonstrated for convection-diffusion problems by means of several linear, time-independent one- and two-dimensional numerical examples and comparisons with state-of-the-art stabilized finite element methods.

Original languageEnglish
Pages (from-to)1180-1200
Number of pages21
JournalInternational Journal for Numerical Methods in Fluids
Volume64
Issue number10-12
DOIs
StatePublished - 2010

Keywords

  • Computational fluid mechanics
  • Information theory
  • Maximum entropy
  • Meshfree methods

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