VALIDATING THE DIFFUSION APPROXIMATION THROUGH CONDITIONAL ENTROPIES.

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Title: VALIDATING THE DIFFUSION APPROXIMATION THROUGH CONDITIONAL ENTROPIES.
Authors: RIVET, J.-P.1 jean-pierre.rivet@oca.edu, DEBBASCH, F.2 fabrice.debbasch@gmail.com
Source: Modern Physics Letters B. 3/10/2011, Vol. 25 Issue 6, p377-383. 7p. 2 Graphs.
Subjects: Approximation theory, Entropy, Diffusion, Kinetic theory of gases, Markov processes, Stochastic processes, Quantitative research, Wiener processes
Abstract: The diffusion approximation replaces a real transport dynamics by an approximate stochastic Markov process. It is proposed that, when both dynamics have invariant measures, the conditional entropy of the invariant measure of the real dynamics with respect to the invariant measure of the Markov process be used to assess quantitatively the validity of the approximation. This proposal is tested on particle transport; the diffusion approximation is found to be quite robust, valid for an unexpectedly large range of mass ratios between the solvent and the Brownian particle. [ABSTRACT FROM AUTHOR]
Copyright of Modern Physics Letters B is the property of World Scientific Publishing Company and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: <searchLink fieldCode="JN" term="%22Modern+Physics+Letters+B%22">Modern Physics Letters B</searchLink>. 3/10/2011, Vol. 25 Issue 6, p377-383. 7p. 2 Graphs.
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  Data: The diffusion approximation replaces a real transport dynamics by an approximate stochastic Markov process. It is proposed that, when both dynamics have invariant measures, the conditional entropy of the invariant measure of the real dynamics with respect to the invariant measure of the Markov process be used to assess quantitatively the validity of the approximation. This proposal is tested on particle transport; the diffusion approximation is found to be quite robust, valid for an unexpectedly large range of mass ratios between the solvent and the Brownian particle. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Modern Physics Letters B is the property of World Scientific Publishing Company and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1142/S021798491102581X
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      – Code: eng
        Text: English
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      – SubjectFull: Approximation theory
        Type: general
      – SubjectFull: Entropy
        Type: general
      – SubjectFull: Diffusion
        Type: general
      – SubjectFull: Kinetic theory of gases
        Type: general
      – SubjectFull: Markov processes
        Type: general
      – SubjectFull: Stochastic processes
        Type: general
      – SubjectFull: Quantitative research
        Type: general
      – SubjectFull: Wiener processes
        Type: general
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      – TitleFull: VALIDATING THE DIFFUSION APPROXIMATION THROUGH CONDITIONAL ENTROPIES.
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              M: 03
              Text: 3/10/2011
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              Y: 2011
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            – TitleFull: Modern Physics Letters B
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