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Macroscopic Cross-Diffusion Models Derived from Spatially Discrete Continuous Time Microscopic Models
Author(s) -
Stephen Ostrander
Publication year - 2011
Publication title -
siam undergraduate research online
Language(s) - English
Resource type - Journals
ISSN - 2327-7807
DOI - 10.1137/10s010818
Subject(s) - diffusion , statistical physics , discrete modelling , mechanics , physics , computer science , thermodynamics , algorithm , discrete system
We formulate a continuous time, discrete in space model for two spatially interacting species. The spatial interaction is described in terms of a measure for the desire or ability of a population to move from one location into a neighboring site. This can depend on local densities of both populations in the current and the target site. Refining the spatial resolution and passing to a continuous in space model, one obtains a system of partial differential equations with cross diffusion terms. We show that certain cross-diffusion models that have been used in the literature to describe interacting species can be derived as special cases with our approach.

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