Generic Numerical Analysis of Stochastic Reaction Diffusion Model with applications in excitable media

Fuente: arXiv
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Autori principali: Alnashri, Yahya, Alzubaidi, Hasan
Natura: Preprint
Pubblicazione: 2024
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author Alnashri, Yahya
Alzubaidi, Hasan
author_facet Alnashri, Yahya
Alzubaidi, Hasan
contents The stochastic reaction-diffusion model driven by a multiplicative noise is examined. We construct the gradient discretisation method (GDM), an abstract framework combining several numerical method families. The paper provides the discretisation and proves the convergence of the approximate schemes using a compactness argument that works under natural assumptions on data. We also investigate, using a finite volume method, known as the hybrid mixed mimetic (HMM) approach, the effects of multiplicative noise on the dynamics of the travelling waves in the excitable media displayed by the model. Particularly, we consider how sufficiently high noise can cause waves to backfire or fail to propagate.
format Preprint
id arxiv_https___arxiv_org_abs_2407_07834
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Generic Numerical Analysis of Stochastic Reaction Diffusion Model with applications in excitable media
Alnashri, Yahya
Alzubaidi, Hasan
Numerical Analysis
The stochastic reaction-diffusion model driven by a multiplicative noise is examined. We construct the gradient discretisation method (GDM), an abstract framework combining several numerical method families. The paper provides the discretisation and proves the convergence of the approximate schemes using a compactness argument that works under natural assumptions on data. We also investigate, using a finite volume method, known as the hybrid mixed mimetic (HMM) approach, the effects of multiplicative noise on the dynamics of the travelling waves in the excitable media displayed by the model. Particularly, we consider how sufficiently high noise can cause waves to backfire or fail to propagate.
title Generic Numerical Analysis of Stochastic Reaction Diffusion Model with applications in excitable media
topic Numerical Analysis
url https://arxiv.org/abs/2407.07834