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An Iterative Method for Problems with Multiscale Conductivity

A model with its conductivity varying highly across a very thin layer will be considered. It is related to a stable phantom model, which is invented to generate a certain apparent conductivity inside a region surrounded by a thin cylinder with holes. The thin cylinder is an insulator and both inside...

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Detalles Bibliográficos
Autores principales: Kim, Hyea Hyun, Minhas, Atul S., Woo, Eung Je
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3523148/
https://www.ncbi.nlm.nih.gov/pubmed/23304238
http://dx.doi.org/10.1155/2012/893040
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author Kim, Hyea Hyun
Minhas, Atul S.
Woo, Eung Je
author_facet Kim, Hyea Hyun
Minhas, Atul S.
Woo, Eung Je
author_sort Kim, Hyea Hyun
collection PubMed
description A model with its conductivity varying highly across a very thin layer will be considered. It is related to a stable phantom model, which is invented to generate a certain apparent conductivity inside a region surrounded by a thin cylinder with holes. The thin cylinder is an insulator and both inside and outside the thin cylinderare filled with the same saline. The injected current can enter only through the holes adopted to the thin cylinder. The model has a high contrast of conductivity discontinuity across the thin cylinder and the thickness of the layer and the size of holes are very small compared to the domain of the model problem. Numerical methods for such a model require a very fine mesh near the thin layer to resolve the conductivity discontinuity. In this work, an efficient numerical method for such a model problem is proposed by employing a uniform mesh, which need not resolve the conductivity discontinuity. The discrete problem is then solved by an iterative method, where the solution is improved by solving a simple discrete problem with a uniform conductivity. At each iteration, the right-hand side is updated by integrating the previous iterate over the thin cylinder. This process results in a certain smoothing effect on microscopic structures and our discrete model can provide a more practical tool for simulating the apparent conductivity. The convergence of the iterative method is analyzed regarding the contrast in the conductivity and the relative thickness of the layer. In numerical experiments, solutions of our method are compared to reference solutions obtained from COMSOL, where very fine meshes are used to resolve the conductivity discontinuity in the model. Errors of the voltage in L(2) norm follow O(h) asymptotically and the current density matches quitewell those from the reference solution for a sufficiently small mesh size h. The experimental results present a promising feature of our approach for simulating the apparent conductivity related to changes in microscopic cellular structures.
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spelling pubmed-35231482013-01-09 An Iterative Method for Problems with Multiscale Conductivity Kim, Hyea Hyun Minhas, Atul S. Woo, Eung Je Comput Math Methods Med Research Article A model with its conductivity varying highly across a very thin layer will be considered. It is related to a stable phantom model, which is invented to generate a certain apparent conductivity inside a region surrounded by a thin cylinder with holes. The thin cylinder is an insulator and both inside and outside the thin cylinderare filled with the same saline. The injected current can enter only through the holes adopted to the thin cylinder. The model has a high contrast of conductivity discontinuity across the thin cylinder and the thickness of the layer and the size of holes are very small compared to the domain of the model problem. Numerical methods for such a model require a very fine mesh near the thin layer to resolve the conductivity discontinuity. In this work, an efficient numerical method for such a model problem is proposed by employing a uniform mesh, which need not resolve the conductivity discontinuity. The discrete problem is then solved by an iterative method, where the solution is improved by solving a simple discrete problem with a uniform conductivity. At each iteration, the right-hand side is updated by integrating the previous iterate over the thin cylinder. This process results in a certain smoothing effect on microscopic structures and our discrete model can provide a more practical tool for simulating the apparent conductivity. The convergence of the iterative method is analyzed regarding the contrast in the conductivity and the relative thickness of the layer. In numerical experiments, solutions of our method are compared to reference solutions obtained from COMSOL, where very fine meshes are used to resolve the conductivity discontinuity in the model. Errors of the voltage in L(2) norm follow O(h) asymptotically and the current density matches quitewell those from the reference solution for a sufficiently small mesh size h. The experimental results present a promising feature of our approach for simulating the apparent conductivity related to changes in microscopic cellular structures. Hindawi Publishing Corporation 2012 2012-12-05 /pmc/articles/PMC3523148/ /pubmed/23304238 http://dx.doi.org/10.1155/2012/893040 Text en Copyright © 2012 Hyea Hyun Kim et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kim, Hyea Hyun
Minhas, Atul S.
Woo, Eung Je
An Iterative Method for Problems with Multiscale Conductivity
title An Iterative Method for Problems with Multiscale Conductivity
title_full An Iterative Method for Problems with Multiscale Conductivity
title_fullStr An Iterative Method for Problems with Multiscale Conductivity
title_full_unstemmed An Iterative Method for Problems with Multiscale Conductivity
title_short An Iterative Method for Problems with Multiscale Conductivity
title_sort iterative method for problems with multiscale conductivity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3523148/
https://www.ncbi.nlm.nih.gov/pubmed/23304238
http://dx.doi.org/10.1155/2012/893040
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