格子玻尔兹曼方法的板块构造模型

Peter Mora , Gabriele Morra , David A. Yuen
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引用次数: 1

摘要

现代地球动力学是基于对大量模型的研究,这些模型具有许多参数的变化,未来的分析将需要对机器学习进行分析。我们在这里首次介绍了一种能够模拟板块构造的格子Boltzmann方法,通过引入塑性非线性流变学,如何能够再现板块中对流地幔上边界层的破裂。地幔和岩石圈板块的数值模拟对于偏微分方程(PDE)的传统数值求解方法来说是一项具有挑战性的任务,因为需要对尖锐而大的粘度对比、温度相关的粘度和高度非线性的流变进行建模。塑性蠕变或位错蠕变等非线性流变学对于地幔对流的过去历史具有重要意义。我们提出了一种热晶格玻尔兹曼方法(LBM),作为基于PDE的解决方案的替代方案,用于模拟含时地幔动力学,并证明了LBM能够模拟极端非线性的塑性流变。这种非线性流变从两层粘性模型中导致了出露板块的构造行为和历史。这些结果表明,LBM为研究高度非线性流变对地球和系外行星动力学和演化的影响提供了一种手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Models of plate tectonics with the Lattice Boltzmann Method

Modern geodynamics is based on the study of a large set of models, with the variation of many parameters, whose analysis in the future will require Machine Learning to be analyzed. We introduce here for the first time how a formulation of the Lattice Boltzmann Method capable of modeling plate tectonics, with the introduction of plastic non-linear rheology, is able to reproduce the breaking of the upper boundary layer of the convecting mantle in plates. Numerical simulation of the earth’s mantle and lithospheric plates is a challenging task for traditional methods of numerical solution to partial differential equations (PDE’s) due to the need to model sharp and large viscosity contrasts, temperature dependent viscosity and highly nonlinear rheologies. Nonlinear rheologies such as plastic or dislocation creep are important in giving mantle convection a past history. We present a thermal Lattice Boltzmann Method (LBM) as an alternative to PDE-based solutions for simulating time-dependent mantle dynamics, and demonstrate that the LBM is capable of modeling an extremely nonlinear plastic rheology. This nonlinear rheology leads to the emergence plate tectonic like behavior and history from a two layer viscosity model. These results demonstrate that the LBM offers a means to study the effect of highly nonlinear rheologies on earth and exoplanet dynamics and evolution.

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