A deep residual convolutional neural network for automatic lithological facies identification in Brazilian pre-salt oilfield wellbore image logs
Published in Journal of Petroleum Science and Engineering, 2019
| Field | Value |
|---|---|
| Publication type | Journal article |
| Authors | Manuel Blanco Valentín, Clécio R Bom, Juliana M Coelho, Maury Duarte Correia, Márcio P De Albuquerque, Marcelo P de Albuquerque, Elisângela L Faria |
| Venue | Journal of Petroleum Science and Engineering |
| Year | 2019 |
| Citations | 113 |
| Tags | neural-networks, imaging, geoscience, doi |
| Volume | 179 |
| Pages | 474–503 |
| Publisher | Elsevier |
Abstract
A deep residual convolutional neural network for automatic lithological facies identification in Brazilian pre-salt oilfield wellbore image logs.
BibTeX
@article{valentin2019deep,
author = "Valent{\'\i}n, Manuel Blanco and Bom, Cl{\'e}cio R and Coelho, Juliana M and Correia, Maury Duarte and De Albuquerque, M{\'a}rcio P and de Albuquerque, Marcelo P and Faria, Elis{\^a}ngela L",
title = "A deep residual convolutional neural network for automatic lithological facies identification in Brazilian pre-salt oilfield wellbore image logs",
journal = "Journal of Petroleum Science and Engineering",
volume = "179",
pages = "474--503",
year = "2019",
publisher = "Elsevier"
}
Recommended citation: Manuel Blanco Valentín, Clécio R Bom, Juliana M Coelho, Maury Duarte Correia, Márcio P De Albuquerque, Marcelo P de Albuquerque, Elisângela L Faria (2019). "A deep residual convolutional neural network for automatic lithological facies identification in Brazilian pre-salt oilfield wellbore image logs." Journal of Petroleum Science and Engineering. 179, 474–503.
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