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A simple method to calculate first-passage time densities with arbitrary initial conditions
Umeå University, Faculty of Science and Technology, Department of Physics. (Integrated Science Lab)
Umeå University, Faculty of Science and Technology, Department of Physics. (Integrated Science Lab)
2016 (English)In: New Journal of Physics, ISSN 1367-2630, E-ISSN 1367-2630, Vol. 18, 063019Article in journal (Refereed) Published
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Abstract [en]

Numerous applications all the way from biology and physics to economics depend on the density of first crossings over a boundary. Motivated by the lack of general purpose analytical tools for computing first-passage time densities (FPTDs) for complex problems, we propose a new simple method based on the independent interval approximation (IIA). We generalise previous formulations of the IIA to include arbitrary initial conditions as well as to deal with discrete time and non-smooth continuous time processes. Wederive a closed form expression for the FPTD in z and Laplace-transform space to a boundary in one dimension. Two classes of problems are analysed in detail: discrete time symmetric random walks (Markovian) and continuous time Gaussian stationary processes (Markovian and non-Markovian). Our results are in good agreement with Langevin dynamics simulations.

Place, publisher, year, edition, pages
Institute of Physics Publishing (IOPP), 2016. Vol. 18, 063019
Keyword [en]
first-passage time, particle escape, stochastic processes, Gaussian stationary process, non-Markovian, mmetric random walk, independent interval approximation
National Category
Physical Sciences
Identifiers
URN: urn:nbn:se:umu:diva-124263DOI: 10.1088/1367-2630/18/6/063019ISI: 000379296000001OAI: oai:DiVA.org:umu-124263DiVA: diva2:950627
Available from: 2016-08-01 Created: 2016-07-29 Last updated: 2017-11-28Bibliographically approved

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Nyberg, MarkusLizana, Ludvig
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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf