libEMMI_MGFD: 使用频域多网格求解器进行海洋可控源电磁建模和反演的程序

Pengliang Yang, An Ping
{"title":"libEMMI_MGFD: 使用频域多网格求解器进行海洋可控源电磁建模和反演的程序","authors":"Pengliang Yang, An Ping","doi":"arxiv-2407.20795","DOIUrl":null,"url":null,"abstract":"We develop a software package libEMMI\\_MGFD for 3D frequency-domain marine\ncontrolled-source electromagnetic (CSEM) modelling and inversion. It is the\nfirst open-source C program tailored for geometrical multigrid (GMG) CSEM\nsimulation. An volumetric anisotropic averaging scheme has been employed to\ncompute effective medium for modelling over uniform and nonuniform grid. The\ncomputing coordinate is aligned with acquisition geometry by rotation with the\nazimuth and dip angles, facilitating the injection of the source and the\nextraction of data with arbitrary orientations. Efficient nonlinear\noptimization is achieved using quasi-Newton scheme assisted with bisection\nbacktracking line search. In constructing the modularized Maxwell solver and\nevaluating the misfit and gradient for 3D CSEM inversion, the reverse\ncommunication technique is the key to the compaction of the software while\nmaintaining the computational performance. A number of numeric tests\ndemonstrate the efficiency of the modelling while preserving the solution\naccuracy. A 3D marine CSEM inversion example been been examined for resistivity\nimaging.","PeriodicalId":501270,"journal":{"name":"arXiv - PHYS - Geophysics","volume":"41 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"libEMMI_MGFD: A program of marine controlled-source electromagnetic modelling and inversion using frequency-domain multigrid solver\",\"authors\":\"Pengliang Yang, An Ping\",\"doi\":\"arxiv-2407.20795\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We develop a software package libEMMI\\\\_MGFD for 3D frequency-domain marine\\ncontrolled-source electromagnetic (CSEM) modelling and inversion. It is the\\nfirst open-source C program tailored for geometrical multigrid (GMG) CSEM\\nsimulation. An volumetric anisotropic averaging scheme has been employed to\\ncompute effective medium for modelling over uniform and nonuniform grid. The\\ncomputing coordinate is aligned with acquisition geometry by rotation with the\\nazimuth and dip angles, facilitating the injection of the source and the\\nextraction of data with arbitrary orientations. Efficient nonlinear\\noptimization is achieved using quasi-Newton scheme assisted with bisection\\nbacktracking line search. In constructing the modularized Maxwell solver and\\nevaluating the misfit and gradient for 3D CSEM inversion, the reverse\\ncommunication technique is the key to the compaction of the software while\\nmaintaining the computational performance. A number of numeric tests\\ndemonstrate the efficiency of the modelling while preserving the solution\\naccuracy. A 3D marine CSEM inversion example been been examined for resistivity\\nimaging.\",\"PeriodicalId\":501270,\"journal\":{\"name\":\"arXiv - PHYS - Geophysics\",\"volume\":\"41 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Geophysics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2407.20795\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Geophysics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.20795","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

我们开发了一个用于三维频域海洋可控源电磁(CSEM)建模和反演的软件包 libEMMI\_MGFD 。这是第一个为几何多网格(GMG)CSEM 模拟定制的开源 C 程序。它采用了体积各向异性平均方案来计算有效介质,以便在均匀和非均匀网格上建模。计算坐标通过与方位角和倾角的旋转与采集几何对齐,便于注入源和提取任意方向的数据。采用准牛顿方案,并辅以分段回溯线搜索,实现了高效的非线性优化。在构建模块化麦克斯韦求解器和评估三维 CSEM 反演的失配和梯度时,反向通信技术是在保持计算性能的同时压缩软件的关键。大量数值测试证明了建模的效率,同时保持了求解精度。针对电阻率成像研究了三维海洋 CSEM 反演实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
libEMMI_MGFD: A program of marine controlled-source electromagnetic modelling and inversion using frequency-domain multigrid solver
We develop a software package libEMMI\_MGFD for 3D frequency-domain marine controlled-source electromagnetic (CSEM) modelling and inversion. It is the first open-source C program tailored for geometrical multigrid (GMG) CSEM simulation. An volumetric anisotropic averaging scheme has been employed to compute effective medium for modelling over uniform and nonuniform grid. The computing coordinate is aligned with acquisition geometry by rotation with the azimuth and dip angles, facilitating the injection of the source and the extraction of data with arbitrary orientations. Efficient nonlinear optimization is achieved using quasi-Newton scheme assisted with bisection backtracking line search. In constructing the modularized Maxwell solver and evaluating the misfit and gradient for 3D CSEM inversion, the reverse communication technique is the key to the compaction of the software while maintaining the computational performance. A number of numeric tests demonstrate the efficiency of the modelling while preserving the solution accuracy. A 3D marine CSEM inversion example been been examined for resistivity imaging.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信