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Numerical methods for a nonlinear reaction-diffusion system modelling a batch culture of biofilm

机译:非线性反应扩散系统模拟生物膜分批培养的数值方法

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A biofilm is usually defined as a layer of bacterial cells anchored to a surface. These cells are embedded into a polymer matrix that keeps them attached to each other and to a solid surface. Among a large variety of biofilms, in this paper we consider batch cultures. The mathematical model is formulated in terms of a quasilinear system of diffusion-reaction equations for biomass and nutrients concentrations, which exhibits possible degeneracy and singularities in the nonlinear diffusion coefficient In the present paper, we propose a set of efficient numerical methods that speeds up the solution of the model. Mainly, Crank-Nicolson finite differences techniques for discretisation are combined with a Newton algorithm for the nonlinearities. Moreover, some numerical examples show the expected behaviour of the biomass and nutrients concentrations and also clearly illustrate some theoretically proved qualitative properties related to exponential decays or convergence to a critical biomass concentration depending on the values of the model parameters.
机译:生物膜通常被定义为固定在表面的一层细菌细胞。这些细胞嵌入到聚合物基质中,使它们相互连接并固定在固体表面上。在各种各样的生物膜中,本文考虑分批培养。根据生物量和养分浓度的扩散反应方程的拟线性系统来建立数学模型,该系统在非线性扩散系数中表现出可能的简并性和奇异性。在本论文中,我们提出了一套有效的数值方法,可以加快分解速度。模型的解决方案。主要地,用于离散化的Crank-Nicolson有限差分技术与用于非线性的牛顿算法相结合。此外,一些数值示例显示了生物量和养分浓度的预期行为,并且还清楚地说明了一些理论上证明的定性性质,这些性质与指数衰减或收敛到关键生物量浓度有关,具体取决于模型参数的值。

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