A Hopf-Cole transformation based asymptotic method for kinetic equations with a BGK collision operator in the large scale hyperbolic limit
dc.contributor.advisor | Songting Luo | |
dc.contributor.author | Payne, Nicholas | |
dc.contributor.department | Mathematics | |
dc.date | 2018-08-11T08:14:32.000 | |
dc.date.accessioned | 2020-06-30T03:06:27Z | |
dc.date.available | 2020-06-30T03:06:27Z | |
dc.date.copyright | Fri Jan 01 00:00:00 UTC 2016 | |
dc.date.embargo | 2001-01-01 | |
dc.date.issued | 2016-01-01 | |
dc.description.abstract | <p>We propose an effecient asymptotic approach to approximating the density function of kinetic equations with Bhatnagar-Gross-Krook (BGK) relaxation operators. These types of equations are relevant in the study of particle dynamics in thermodynamic systems; gas dynamics for example. We consider a simplified BGK operator in this thesis for the purposes of explaining the proposed method which has the potential to deal with more general BGK operators.</p> <p>We transform the density function as the Hopf-Cole transformation and expand the phase function in a power series about the Knudsen number.</p> <p>This is similar to moment closure methods for similar equations but we make no assumptions about the moments of the kinetic equation.</p> <p>The leading order term of the power series is the viscosity solution of a particular Hamilton-Jacobi equation.</p> <p>The Hamilton-Jacobi equation involves an implicitly-defined Hamiltonian which is embedded in an integral with respect to the velocity variables.</p> <p>The Hamiltonian is the root of a nonlinear integral equation so Gaussian quadrature and Newton's method are used to recover it.</p> <p>The first order term in the power series is related to a transport equation.</p> <p>Both the Hamilton-Jacobi equation and the transport equation are formulated in the physical space with necessary components defined as integrals with respect to the velocity variables.</p> <p>The integrals can be evaluated efficiently using Gaussian quadrature.</p> <p>We use well-established techniques for time-dependent Hamilton-Jacobi equations to solve these two equations and recover an estimate of the phase function. We then transform the phase function back to a faithful estimate of the original density function.</p> | |
dc.format.mimetype | application/pdf | |
dc.identifier | archive/lib.dr.iastate.edu/etd/15788/ | |
dc.identifier.articleid | 6795 | |
dc.identifier.contextkey | 11165317 | |
dc.identifier.doi | https://doi.org/10.31274/etd-180810-5416 | |
dc.identifier.s3bucket | isulib-bepress-aws-west | |
dc.identifier.submissionpath | etd/15788 | |
dc.identifier.uri | https://dr.lib.iastate.edu/handle/20.500.12876/29971 | |
dc.language.iso | en | |
dc.source.bitstream | archive/lib.dr.iastate.edu/etd/15788/Payne_iastate_0097M_15845.pdf|||Fri Jan 14 20:46:34 UTC 2022 | |
dc.subject.disciplines | Applied Mathematics | |
dc.subject.keywords | BGK | |
dc.subject.keywords | equation | |
dc.subject.keywords | Hamilton-Jacobi | |
dc.subject.keywords | Hopf-Cole | |
dc.subject.keywords | hyperbolic | |
dc.subject.keywords | kinetic | |
dc.title | A Hopf-Cole transformation based asymptotic method for kinetic equations with a BGK collision operator in the large scale hyperbolic limit | |
dc.type | article | |
dc.type.genre | thesis | |
dspace.entity.type | Publication | |
relation.isOrgUnitOfPublication | 82295b2b-0f85-4929-9659-075c93e82c48 | |
thesis.degree.discipline | Applied Mathematics | |
thesis.degree.level | thesis | |
thesis.degree.name | Master of Science |
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