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A Time-Parallel Framework for Coupling Finite Element and Lattice Boltzmann Methods

机译:有限元与格子Boltzmann方法耦合的时间并行框架

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摘要

In this work, we propose a new numerical procedure for the simulation of timedependent problems based on the coupling between the finite element method (FEM) and the lattice Boltzmann method. The procedure exploits the Parareal paradigm to efficiently couple the two numerical methods, allowing independent grid size and time-step size. The motivations behind this approach are wide-ranging. In particular, 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 FEM may circumvent some difficulties inherent to lattice Boltzmann discretization, for some domains with complex boundaries, or for some kind of boundary conditions. The theoretical and numerical framework is presented for the time-dependent heat equation in order to describe and validate numerically the methodology in a simple situation.
机译:在这项工作中,我们基于有限元方法(FEM)与晶格玻尔兹曼方法之间的耦合,提出了一种新的数值程序,用于仿真时变问题。该过程利用Parareal范式有效地结合了两种数值方法,从而允许独立的网格大小和时间步长大小。这种方法背后的动机是广泛的。特别地,取决于模拟的目标和/或计算域的子区域,一种技术可能比另一种更为有效或在物理上更合适或更少的内存消耗。此外,对于某些边界复杂的区域或某些边界条件,与有限元的耦合可能会绕过格子玻尔兹曼离散化固有的一些困难。提出了时变热方程的理论和数值框架,以便在简单情况下以数值方式描述和验证该方法。

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