Mean exit time for diffusion on irregular domains

, , , , & (2021) Mean exit time for diffusion on irregular domains. New Journal of Physics, 23, Article number: 043030.

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Many problems in physics, biology, and economics depend upon the duration of time required for a diffusing particle to cross a boundary. As such, calculations of the distribution of first passage time, and in particular the mean first passage time, is an active area of research relevant to many disciplines. Exact results for the mean first passage time for diffusion on simple geometries, such as lines, discs and spheres, are well-known. In contrast, computational methods are often used to study the first passage time for diffusion on more realistic geometries where closed-form solutions of the governing elliptic boundary value problem are not available. Here, we develop a perturbation solution to calculate the mean first passage time on irregular domains formed by perturbing the boundary of a disc or an ellipse. Classical perturbation expansion solutions are then constructed using the exact solutions available on a disc and an ellipse. We apply the perturbation solutions to compute the mean first exit time on two naturally-occurring irregular domains: a map of Tasmania, an island state of Australia, and a map of Taiwan. Comparing the perturbation solutions with numerical solutions of the elliptic boundary value problem on these irregular domains confirms that we obtain a very accurate solution with a few terms in the series only. MATLAB software to implement all calculations is available at https://github.com/ProfMJSimpson/Exit_time.

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9 citations in Scopus
6 citations in Web of Science®
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ID Code: 212598
Item Type: Contribution to Journal (Journal Article)
Refereed: Yes
ORCID iD:
Simpson, Matthew J.orcid.org/0000-0001-6254-313X
McCue, Scott W.orcid.org/0000-0001-5304-2384
Carr, Elliot J.orcid.org/0000-0001-9972-927X
Additional Information: Funding Information: This work is supported by the Australian Research Council (DP200100177) and Queensland University of Technology for providing a summer research scholarship to DJV. We thank two referees for helpful suggestions.
Measurements or Duration: 14 pages
Additional URLs:
Keywords: random walk, perturbation, hitting time, first passage time, boundary value problem
DOI: 10.1088/1367-2630/abe60d
ISSN: 1367-2630
Pure ID: 96763453
Divisions: Current > Research Centres > Centre for Data Science
Current > QUT Faculties and Divisions > Faculty of Science
Current > Schools > School of Mathematical Sciences
Funding Information: This work is supported by the Australian Research Council (DP200100177) and Queensland University of Technology for providing a summer research scholarship to DJV. We thank two referees for helpful suggestions.
Funding:
Copyright Owner: 2021 The Author(s). Published by IOP Publishing Ltd on behalf of the Institute of Physics and Deutsche Physikalische Gesellschaft.
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Deposited On: 17 Aug 2021 05:28
Last Modified: 04 Apr 2024 11:50