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Metastable dynamics of convection-diffusion-reaction equations Sun, Xiaodi
Abstract
Metastable dynamics, which qualitatively refers to physical processes that involve an extremely slow approach to their final equilibrium states, is often associated with singularly perturbed convection-diffusion-reaction equations. A problem exhibits metastable behavior when the approach to equilibrium occurs on a time-scale of order 0(e?), where C > 0 and ε is the singular perturbation parameter. The studies of these mathematical models are not only significant in their own right, but also useful in simulating and explaining observed physical phenomena and exploring possibly certain unknown ones. A typical common characteristic associated with these convection-diffusion-reaction equations is that the linearized operator is exponentially ill-conditioned. By exponential ill-conditioning we mean that the linearized operator has an exponentially small eigenvalue. As a result, conventional analytical methods and numerical schemes may fail to provide accurate information about the metastable behavior. This thesis is concerned with developing a systematic and robust approach based on asymptotic and numerical methods to quantify the dynamic metastability associated with various problems. Using the asymptotic method called the projection method which was originated by Ward in [108], we have succeeded in deriving ordinary differential equations (ODEs) or differential algebraic equations (DAEs) which characterize the metastable patterns for several problems, including, the phase separation of a binary alloy modeled by the viscous Cahn-Hilliard equation, the upward propagation of a flame front in a vertical channel modeled by the Mikishev-Rakib-Sivashinsky equation, and two problems in slowly varying geometries. The main role of our numerical method called the transverse method of lines is to give a numerical justification of these ODEs/DAEs and to provide useful information about the metastable solutions in their transient phases and collapse phases during which our asymptotic method fails. From the numerical point of view, little is known of the nature concerning the convergence and stability of any numerical scheme that computes metastable behavior, as a result of the exponential ill-conditioning of the linearized operator. In this thesis, several finite difference schemes and their convergence are analyzed rigorously for a boundary layer resonance problem. Our results from this problem are shown numerically to be also valid for other nonlinear metastable problems and some guidelines in designing effective numerical schemes are provided. The analytical and numerical results show that our approach is a powerful and general tool to quantitatively study the metastable patterns in various physical problems. In addition, the metastable behavior revealed by our analysis appears to be also rather interesting from the viewpoint of physical applications.
Item Metadata
Title |
Metastable dynamics of convection-diffusion-reaction equations
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
1998
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Description |
Metastable dynamics, which qualitatively refers to physical processes that involve an
extremely slow approach to their final equilibrium states, is often associated with singularly
perturbed convection-diffusion-reaction equations. A problem exhibits metastable
behavior when the approach to equilibrium occurs on a time-scale of order 0(e?), where
C > 0 and ε is the singular perturbation parameter. The studies of these mathematical
models are not only significant in their own right, but also useful in simulating and explaining
observed physical phenomena and exploring possibly certain unknown ones. A
typical common characteristic associated with these convection-diffusion-reaction equations
is that the linearized operator is exponentially ill-conditioned. By exponential
ill-conditioning we mean that the linearized operator has an exponentially small eigenvalue.
As a result, conventional analytical methods and numerical schemes may fail to
provide accurate information about the metastable behavior.
This thesis is concerned with developing a systematic and robust approach based on
asymptotic and numerical methods to quantify the dynamic metastability associated with
various problems. Using the asymptotic method called the projection method which was
originated by Ward in [108], we have succeeded in deriving ordinary differential equations
(ODEs) or differential algebraic equations (DAEs) which characterize the metastable
patterns for several problems, including, the phase separation of a binary alloy modeled
by the viscous Cahn-Hilliard equation, the upward propagation of a flame front in a
vertical channel modeled by the Mikishev-Rakib-Sivashinsky equation, and two problems
in slowly varying geometries. The main role of our numerical method called the transverse
method of lines is to give a numerical justification of these ODEs/DAEs and to provide
useful information about the metastable solutions in their transient phases and collapse
phases during which our asymptotic method fails.
From the numerical point of view, little is known of the nature concerning the convergence
and stability of any numerical scheme that computes metastable behavior, as a
result of the exponential ill-conditioning of the linearized operator. In this thesis, several
finite difference schemes and their convergence are analyzed rigorously for a boundary
layer resonance problem. Our results from this problem are shown numerically to be also
valid for other nonlinear metastable problems and some guidelines in designing effective
numerical schemes are provided.
The analytical and numerical results show that our approach is a powerful and general
tool to quantitatively study the metastable patterns in various physical problems. In
addition, the metastable behavior revealed by our analysis appears to be also rather
interesting from the viewpoint of physical applications.
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Extent |
8217694 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2009-06-25
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Provider |
Vancouver : University of British Columbia Library
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Rights |
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.
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DOI |
10.14288/1.0080008
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URI | |
Degree | |
Program | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
1998-11
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Campus | |
Scholarly Level |
Graduate
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Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.