Retrieval of Subsurface Resistivity from Magnetotelluric Data Using a Deep-Learning-Based Inversion Technique

Retrieval of Subsurface Resistivity from Magnetotelluric Data Using a Deep-Learning-Based Inversion Technique

Inversion is a fundamental step in magnetotelluric (MT) data routine analysis to retrieve a subsurface geoelectrical model that can be used to inform geological interpretations. To reduce the effect of non-uniqueness and local minimum trapping problems and improve calculation speeds, a data-driven m...

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Bibliographic Details
Main Authors: Xiaojun Liu, James A. Craven, Victoria Tschirhart
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Minerals
Subjects:
magnetotelluric
deep learning
subsurface resistivity
CNN architecture
inversion algorithm
Online Access:https://www.mdpi.com/2075-163X/13/4/461

Internet

https://www.mdpi.com/2075-163X/13/4/461

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