Simulation of a time dependent advection-reaction-diffusion problem using operator splitting and discontinuous Galerkin methods with application to plant root growth

Q2 Agricultural and Biological Sciences
E. Peynaud
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引用次数: 0

Abstract

The time dependant advection-reaction-diffusion equation is used in the C-Root model to simulate root growth. This equation can also be applied in many others applications in life sciences. In this context the unknown is related to densities and one of the important property of the problem is that the solution is non-negative for positive initial conditions. One of the difficulty at the discrete level is to preserve the positivity of the approximated solution during the simulations. In this work we solved the model using Discontinuous Galerkin elements combined with an operator splitting technique. The DG method is briefly presented then we motivated the use of the operator splitting technique by doing some numerical experiments. Those experiments showed that the same time approximation scheme may not be suitable for all the operators of the model. We validated our implementation of the splitting technique in a simple test case. Then we performed a simulation of a plagiotropic root of Eucalyptus.
用算子分裂和不连续伽辽金方法模拟随时间变化的平流-反应-扩散问题,并应用于植物根系生长
C-Root模型采用随时间变化的平流-反应-扩散方程来模拟根系生长。这个方程也可以应用于生命科学中的许多其他应用。在这种情况下,未知与密度有关,问题的一个重要性质是,对于正初始条件,解是非负的。离散级别的困难之一是在模拟过程中保持近似解的正性。在这项工作中,我们使用不连续伽辽金单元结合算子分裂技术来求解模型。简要介绍了DG方法,然后通过一些数值实验,推动了算子分裂技术的应用。这些实验表明,相同的时间近似方案可能不适用于模型的所有算子。我们在一个简单的测试用例中验证了拆分技术的实现。然后,我们对桉树的一个斜生根进行了模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biomath
Biomath Agricultural and Biological Sciences-Agricultural and Biological Sciences (miscellaneous)
CiteScore
2.20
自引率
0.00%
发文量
6
审稿时长
20 weeks
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