有限元与晶格玻尔兹曼方法耦合的时间并行框架

M. Astorino, F. Chouly, A. Quarteroni
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引用次数: 6

摘要

在这项工作中,我们提出了一种新的基于有限元法和晶格玻尔兹曼法之间耦合的时间相关问题的数值模拟程序。该程序基于Parareal范式,允许有效地耦合两种数值方法,每一种方法都有自己的网格大小和时间步长。这种做法背后的动机是多方面的。其中,根据模拟的目标和/或计算域的子区域,我们认为一种技术可能比另一种技术更有效,或者物理上更合适,或者内存消耗更少。此外,对于一些具有复杂边界的域或某些边界条件,与有限元方法的耦合可以避免晶格玻尔兹曼离散所固有的一些困难。给出了抛物型方程的理论和数值框架,以便在简单的情况下对该方法进行数值描述和验证。
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A Time-Parallel Framework for Coupling Finite Element and Lattice Boltzmann Methods
In this work we propose a new numerical procedure for the simulation of time-dependent problems based on the coupling between the finite element method and the lattice Boltzmann method. The procedure is based on the Parareal paradigm and allows to couple efficiently the two numerical methods, each one working with its own grid size and time-step size. The motivations behind this approach are manifold. Among others, we have that one technique may be more efficient, or physically more appropriate or less memory consuming than the other depending on the target of the simulation and/or on the sub-region of the computational domain. Furthermore, the coupling with finite element method may circumvent some difficulties inherent to lattice Boltzmann discretization, for some domains with complex boundaries, or for some boundary conditions. The theoretical and numerical framework is presented for parabolic equations, in order to describe and validate numerically the methodology in a simple situation.
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