FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds
Novel integral-equation methods for efficiently solving electromagnetic problems that involve more than a single length scale of interest in complex backgrounds are presented. Such multi-scale electromagnetic problems arise because of the interplay of two distinct factors: the structure under study...
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ndltd-UTEXAS-oai-repositories.lib.utexas.edu-2152-260362015-09-20T17:25:30ZFFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgroundsYang, Kai, 1982-Fast integral equation methodMulti-scale structureLayered mediaRectangular cavityBorehole resistivity measurementNovel integral-equation methods for efficiently solving electromagnetic problems that involve more than a single length scale of interest in complex backgrounds are presented. Such multi-scale electromagnetic problems arise because of the interplay of two distinct factors: the structure under study and the background medium. Both can contain material properties (wavelengths/skin depths) and geometrical features at different length scales, which gives rise to four types of multi-scale problems: (1) twoscale, (2) multi-scale structure, (3) multi-scale background, and (4) multi-scale-squared problems, where a single-scale structure resides in a different single-scale background, a multi-scale structure resides in a single-scale background, a single-scale structure resides in a multi-scale background, and a multi-scale structure resides in a multi-scale background, respectively. Electromagnetic problems can be further categorized in terms of the relative values of the length scales that characterize the structure and the background medium as (a) high-frequency, (b) low-frequency, and (c) mixed-frequency problems, where the wavelengths/skin depths in the background medium, the structure’s geometrical features or internal wavelengths/skin depths, and a combination of these three factors dictate the field variations on/in the structure, respectively. This dissertation presents several problems arising from geophysical exploration and microwave chemistry that demonstrate the different types of multi-scale problems encountered in electromagnetic analysis and the computational challenges they pose. It also presents novel frequency-domain integral-equation methods with proper Green function kernels for solving these multi-scale problems. These methods avoid meshing the background medium and finding fields in an extended computational domain outside the structure, thereby resolving important complications encountered in type 3 and 4 multi-scale problems that limit alternative methods. Nevertheless, they have been of limited practical use because of their high computational costs and because most of the existing ‘fast integral-equation algorithms’ are not applicable to complex Green function kernels. This dissertation introduces novel FFT, multigrid, and FFT-truncated multigrid algorithms that reduce the computational costs of frequency-domain integral-equation methods for complex backgrounds and enable the solution of unprecedented type 3 and 4 multi-scale problems. The proposed algorithms are formulated in detail, their computational costs are analyzed theoretically, and their features are demonstrated by solving benchmark and challenging multi-scale problems.text2014-09-19T19:50:22Z2014-082014-09-19August 20142014-09-19T19:50:22ZThesisapplication/pdfhttp://hdl.handle.net/2152/26036en |
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Fast integral equation method Multi-scale structure Layered media Rectangular cavity Borehole resistivity measurement |
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Fast integral equation method Multi-scale structure Layered media Rectangular cavity Borehole resistivity measurement Yang, Kai, 1982- FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
description |
Novel integral-equation methods for efficiently solving electromagnetic problems that involve more than a single length scale of interest in complex backgrounds are presented. Such multi-scale electromagnetic problems arise because of the interplay of two distinct factors: the structure under study and the background medium. Both can contain material properties (wavelengths/skin depths) and geometrical features at different length scales, which gives rise to four types of multi-scale problems: (1) twoscale, (2) multi-scale structure, (3) multi-scale background, and (4) multi-scale-squared problems, where a single-scale structure resides in a different single-scale background, a multi-scale structure resides in a single-scale background, a single-scale structure resides in a multi-scale background, and a multi-scale structure resides in a multi-scale background, respectively. Electromagnetic problems can be further categorized in terms of the relative values of the length scales that characterize the structure and the background medium as (a) high-frequency, (b) low-frequency, and (c) mixed-frequency problems, where the wavelengths/skin depths in the background medium, the structure’s geometrical features or internal wavelengths/skin depths, and a combination of these three factors dictate the field variations on/in the structure, respectively. This dissertation presents several problems arising from geophysical exploration and microwave chemistry that demonstrate the different types of multi-scale problems encountered in electromagnetic analysis and the computational challenges they pose. It also presents novel frequency-domain integral-equation methods with proper Green function kernels for solving these multi-scale problems. These methods avoid meshing the background medium and finding fields in an extended computational domain outside the structure, thereby resolving important complications encountered in type 3 and 4 multi-scale problems that limit alternative methods. Nevertheless, they have been of limited practical use because of their high computational costs and because most of the existing ‘fast integral-equation algorithms’ are not applicable to complex Green function kernels. This dissertation introduces novel FFT, multigrid, and FFT-truncated multigrid algorithms that reduce the computational costs of frequency-domain integral-equation methods for complex backgrounds and enable the solution of unprecedented type 3 and 4 multi-scale problems. The proposed algorithms are formulated in detail, their computational costs are analyzed theoretically, and their features are demonstrated by solving benchmark and challenging multi-scale problems. === text |
author |
Yang, Kai, 1982- |
author_facet |
Yang, Kai, 1982- |
author_sort |
Yang, Kai, 1982- |
title |
FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
title_short |
FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
title_full |
FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
title_fullStr |
FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
title_full_unstemmed |
FFT and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
title_sort |
fft and multigrid accelerated integral equation solvers for multi-scale electromagnetic analysis in complex backgrounds |
publishDate |
2014 |
url |
http://hdl.handle.net/2152/26036 |
work_keys_str_mv |
AT yangkai1982 fftandmultigridacceleratedintegralequationsolversformultiscaleelectromagneticanalysisincomplexbackgrounds |
_version_ |
1716823942832848896 |