Finite Element Method for Garnet Diffusion Chronometry

IF 2.9 2区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS
Hailin Wu, Lingsen Zeng, Rongfeng Ge, Wenbin Zhu
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Abstract

Crystal geometries and boundary conditions significantly influence garnet diffusion chronometry results, yet they are frequently overlooked and pose challenges in the resolution of the diffusion equation under these complexities. To address these challenges, we introduced the Finite Element Method (FEM). We elucidated the method's rationale, from the derivation of the weak form to the formulation of the global linear system. We then evaluated the method's accuracy against the exact solution, revealing a relative error of ±3–4‰ under the specified settings, which is an order of magnitude lower than that of LA-ICP-MS, thus demonstrating the robustness of the method. Following that, our two- and three-dimensional numerical experiments showcased FEM's adaptability in modeling species diffusion across arbitrary geometries and both Dirichlet and Neumann boundary conditions. Finally, the crystal's geometric effects on the ultimate elemental concentration were examined, revealing that they hold particular significance when the diffusion length is small. We conclude that the FEM surpasses the geometric limitations of minerals while simultaneously accommodating a variety of boundary conditions, thus offering significant potential for broad applications in the field.

Abstract Image

石榴石扩散计时的有限元法
晶体几何形状和边界条件对石榴石扩散计时结果有显著影响,但它们经常被忽视,并对这种复杂性下扩散方程的求解提出了挑战。为了应对这些挑战,我们引入了有限元法(FEM)。我们阐明了该方法的基本原理,从弱形式的推导到全局线性系统的公式。然后,我们根据精确溶液评估了该方法的准确性,显示在指定设置下的相对误差为±3-4‰,比LA-ICP-MS低一个数量级,从而证明了该方法的鲁棒性。随后,我们的二维和三维数值实验显示了FEM在模拟任意几何形状以及Dirichlet和Neumann边界条件下的物种扩散方面的适应性。最后,研究了晶体的几何效应对最终元素浓度的影响,发现当扩散长度较小时,几何效应对最终元素浓度的影响尤为显著。我们的结论是,FEM超越了矿物的几何限制,同时适应各种边界条件,因此在该领域具有广泛应用的巨大潜力。
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来源期刊
Geochemistry Geophysics Geosystems
Geochemistry Geophysics Geosystems 地学-地球化学与地球物理
CiteScore
5.90
自引率
11.40%
发文量
252
审稿时长
1 months
期刊介绍: Geochemistry, Geophysics, Geosystems (G3) publishes research papers on Earth and planetary processes with a focus on understanding the Earth as a system. Observational, experimental, and theoretical investigations of the solid Earth, hydrosphere, atmosphere, biosphere, and solar system at all spatial and temporal scales are welcome. Articles should be of broad interest, and interdisciplinary approaches are encouraged. Areas of interest for this peer-reviewed journal include, but are not limited to: The physics and chemistry of the Earth, including its structure, composition, physical properties, dynamics, and evolution Principles and applications of geochemical proxies to studies of Earth history The physical properties, composition, and temporal evolution of the Earth''s major reservoirs and the coupling between them The dynamics of geochemical and biogeochemical cycles at all spatial and temporal scales Physical and cosmochemical constraints on the composition, origin, and evolution of the Earth and other terrestrial planets The chemistry and physics of solar system materials that are relevant to the formation, evolution, and current state of the Earth and the planets Advances in modeling, observation, and experimentation that are of widespread interest in the geosciences.
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