A numerical study of WENO approximations to sharp propagating fronts for reaction-diffusion systems

IF 2.4 2区 数学 Q1 MATHEMATICS, APPLIED Applied Numerical Mathematics Pub Date : 2025-05-01 Epub Date: 2025-01-07 DOI:10.1016/j.apnum.2024.12.014
Jiaxi Gu , Daniel Olmos-Liceaga , Jae-Hun Jung
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Abstract

Many reaction-diffusion systems exhibit traveling wave solutions that evolve on multiple spatiotemporal scales, where obtaining fast and accurate numerical solutions is challenging. In this work, we employ sixth-order weighted essentially non-oscillatory (WENO) methods within the finite difference framework to solve the reaction-diffusion system for the traveling wave solution with the sharp fronts. It is shown that those WENO methods achieve the expected sixth-order accuracy in the Fisher's, Zeldovich, bistable equations, and the Lotka-Volterra competition-diffusion system. However, we find that the WENO methods converge very slowly in the Newell-Whitehead-Segel equation because of the speed issue, in which one possible way to match the exact speed is to coarsen the spatial grid and decrease the time step simultaneously. It is also seen that the central WENO method could carry the larger time step while preserving the essentially non-oscillatory behavior for the approximations.
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反应扩散系统尖锐传播锋面WENO近似的数值研究
许多反应扩散系统表现出在多个时空尺度上演化的行波解,在这种情况下获得快速准确的数值解是具有挑战性的。在这项工作中,我们采用有限差分框架内的六阶加权本质非振荡(WENO)方法来求解具有尖锐锋面的行波解的反应-扩散系统。结果表明,WENO方法在Fisher’s、Zeldovich、双稳态方程和Lotka-Volterra竞争-扩散系统中达到了预期的六阶精度。然而,由于速度问题,WENO方法在newwell - whitehead - segel方程中的收敛速度非常慢,其中一种可能的方法是同时粗化空间网格和减小时间步长。中心WENO方法可以携带更大的时间步长,同时保持近似的基本非振荡行为。
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来源期刊
Applied Numerical Mathematics
Applied Numerical Mathematics 数学-应用数学
CiteScore
5.60
自引率
7.10%
发文量
225
审稿时长
7.2 months
期刊介绍: The purpose of the journal is to provide a forum for the publication of high quality research and tutorial papers in computational mathematics. In addition to the traditional issues and problems in numerical analysis, the journal also publishes papers describing relevant applications in such fields as physics, fluid dynamics, engineering and other branches of applied science with a computational mathematics component. The journal strives to be flexible in the type of papers it publishes and their format. Equally desirable are: (i) Full papers, which should be complete and relatively self-contained original contributions with an introduction that can be understood by the broad computational mathematics community. Both rigorous and heuristic styles are acceptable. Of particular interest are papers about new areas of research, in which other than strictly mathematical arguments may be important in establishing a basis for further developments. (ii) Tutorial review papers, covering some of the important issues in Numerical Mathematics, Scientific Computing and their Applications. The journal will occasionally publish contributions which are larger than the usual format for regular papers. (iii) Short notes, which present specific new results and techniques in a brief communication.
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