Inversion of Magnetotelluric Measurements using Multigoal Oriented hp-Adaptivity

被引:17
|
作者
Alvarez-Aramberri, J. [1 ]
Pardo, D. [1 ,2 ]
Barucq, H. [3 ,4 ]
机构
[1] Univ Basque Country UPV EHU, Dept Appl Math Stat & Operat Res, Bilbao, Spain
[2] Ikerbasque, Bilbao, Spain
[3] INRIA, Bordeaux Sud Ouest Res Ctr, Team Project Mag3D, Talence, France
[4] Univ Pau & Pays Adour, CNRS, Lab Math Appliquees, UMR 5142, F-64013 Pau, France
关键词
Finite Element Method (FEM); hp-adaptivity; Goal-Oriented adaptivity; Inverse Problems; QUASI-NEWTON MATRICES; FINITE-ELEMENT-METHOD; ELECTROMAGNETIC APPLICATIONS; ALGORITHMS; OPTIMIZATION;
D O I
10.1016/j.procs.2013.05.324
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The inversion of magnetotelluric measurements require the computation of the quantity of interest (solution at the receivers) at different positions. Using a multigoal-oriented adaptive strategy for an hp Finite Element algorithm, we ensure accurate solutions in all receivers. With them, and using a limited memory algorithm for bound constraint optimization (L-BFGS-U method) to solve the Inverse Problem, we show that we are able to invert properly the simulated measurements in order to recover the subsurface conductivity distribution. We emphasize that the choice of the unknown of the Inverse Problem affects significantly the convergence of the inversion. We also exhibit the limitations of the electric field as the quantity of interest. When the distribution of the subsurface contains big jumps, the solution of the problem is not unique. The fact that the quantity of interest is not sensible enough to the variation of the conductivity suggests the use of the impedance as quantity of interest as a candidate to bring better results in a future research. (C) 2013 The Authors. Published by Elsevier B.V. Selection and peer review under responsibility of the organizers of the 2013 International Conference on Computational Science
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页码:1564 / 1573
页数:10
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