基于非结构网格的三维有限记忆准牛顿磁暴反演

IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Open Geosciences Pub Date : 2024-03-22 DOI:10.1515/geo-2022-0620
Huadong Song, Yunfeng Xue, Chaoxu Yan
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引用次数: 0

摘要

复杂地质体的模拟优化是提高反演精度和计算效率的必要手段,因此,基于非结构网格的磁电反演成为近年来的研究热点。本文基于磁矢量势-电标量势方法,以非结构网格为正演建模网格,实现了三维有限元正演建模,提高了计算效率。反演采用有限记忆布洛伊登-弗莱彻-戈德法布-山诺(LBFGS)方法,在计算目标函数梯度的过程中,采用准正演方法避免求解雅各布矩阵,具有所需存储空间小、计算效率高的优点。最后,实现了基于非结构网格的 MT 三维 LBFGS 反演算法,对经典模型和复杂模型的反演研究验证了本文提出的算法的有效性和可靠性。
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Three-dimensional finite-memory quasi-Newton inversion of the magnetotelluric based on unstructured grids
Simulation optimization of complex geological bodies is a necessary means to improve inversion accuracy and computational efficiency; thus, inversion of magnetotelluric (MT) based on unstructured grids has become a research hotspot in recent years. This article realizes the three-dimensional (3D) finite element forward modeling of MT based on the magnetic vector potential-electric scalar potential method, using unstructured grids as the forward modeling grid, which improves computational efficiency. The inversion uses the limited-memory Broyden–Fletcher–Goldfarb–Shanno (LBFGS) method, and in the process of calculating the objective function gradient, the quasi-forward method is used to avoid solving the Jacobian matrix, which has the advantages of requiring small storage space and fast computational efficiency. Finally, the 3D LBFGS inversion algorithm of MT based on unstructured grids was realized, and the inversion studies of classic and complex models verified the effectiveness and the reliability of the algorithm proposed in this article.
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来源期刊
Open Geosciences
Open Geosciences GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
3.10
自引率
10.00%
发文量
63
审稿时长
15 weeks
期刊介绍: Open Geosciences (formerly Central European Journal of Geosciences - CEJG) is an open access, peer-reviewed journal publishing original research results from all fields of Earth Sciences such as: Atmospheric Sciences, Geology, Geophysics, Geography, Oceanography and Hydrology, Glaciology, Speleology, Volcanology, Soil Science, Palaeoecology, Geotourism, Geoinformatics, Geostatistics.
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