用反应扩散方程模拟集体入侵:域曲率何时重要?

IF 2.9 2区 数学 Q1 MATHEMATICS, APPLIED Applied Mathematics Letters Pub Date : 2024-09-21 DOI:10.1016/j.aml.2024.109315
J.J. Pollacco , R.E. Baker , P.K. Maini
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引用次数: 0

摘要

现实世界中的细胞入侵过程往往发生在弯曲的几何形状中。为了简化计算,这类问题经常被简化成忽略弯曲几何的模型,但这样做有可能导致基于模型的预测不准确。为了量化忽略弯曲几何的合理条件,我们对二维环形几何上的反应扩散方程(RDE)系统的动力学进行了分析探索。将 ϵ 定义为环形厚度 δ 与半径 r0 之比,我们通过渐近展开推导出了一般反应扩散方程系统忽略域曲率的合适条件。为了强调这些结果的后果,我们模拟了 Fisher-Kolmogorov-Petrovsky-Piskunov (Fisher-KPP) 模型在环形几何上的解,这是一个典型的非线性 RDE,通常用于模拟空间入侵。因此,我们量化了与矩形上类似模拟的偏差大小,以及这种偏差在环形宽度上的变化情况。通过对不同 r0 和 δ 值的数值模拟,我们进一步确定了解决方案的性质。我们的结果让我们深入了解了在研究 RDEs 中的行波行为时,何时适合忽略域曲率。
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Modelling collective invasion with reaction–diffusion equations: When does domain curvature matter?
Real-world cellular invasion processes often take place in curved geometries. Such problems are frequently simplified in models to neglect the curved geometry in favour of computational simplicity, yet doing so risks inaccuracies in any model-based predictions. To quantify the conditions under which neglecting a curved geometry is justifiable, we explore the dynamics of a system of reaction–diffusion equations (RDEs) on a two-dimensional annular geometry analytically. Defining ϵ as the ratio of the annulus thickness δ and radius r0 we derive, through an asymptotic expansion, the conditions under which it is appropriate to ignore the domain curvature for a general system of reaction–diffusion equations. To highlight the consequences of these results, we simulate solutions to the Fisher–Kolmogorov–Petrovsky–Piskunov (Fisher–KPP) model, a paradigm nonlinear RDE typically used to model spatial invasion, on an annular geometry. Thus, we quantify the size of the deviation from an analogous simulation on the rectangle, and how this deviation changes across the width of the annulus. We further characterise the nature of the solutions through numerical simulations for different values of r0 and δ. Our results provide insight into when it is appropriate to neglect the domain curvature in studying travelling wave behaviour in RDEs.
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来源期刊
Applied Mathematics Letters
Applied Mathematics Letters 数学-应用数学
CiteScore
7.70
自引率
5.40%
发文量
347
审稿时长
10 days
期刊介绍: The purpose of Applied Mathematics Letters is to provide a means of rapid publication for important but brief applied mathematical papers. The brief descriptions of any work involving a novel application or utilization of mathematics, or a development in the methodology of applied mathematics is a potential contribution for this journal. This journal''s focus is on applied mathematics topics based on differential equations and linear algebra. Priority will be given to submissions that are likely to appeal to a wide audience.
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