Estimation of permeability and effective porosity logs using deep autoencoders in borehole image logs from the Brazilian pre-salt carbonate
Published in Journal of Petroleum Science and Engineering, 2018
| Field | Value |
|---|---|
| Publication type | Journal article |
| Authors | Manuel Blanco Valentin, Clecio R Bom, André Luiz Martins Compan, Maury Duarte Correia, Candida Menezes de Jesus, Anelise de Lima Souza, Marcio P de Albuquerque, Marcelo P de Albuquerque, Elisangela L Faria |
| Venue | Journal of Petroleum Science and Engineering |
| Year | 2018 |
| Citations | 60 |
| Tags | imaging, geoscience, doi |
| Volume | 170 |
| Pages | 315–330 |
| Publisher | Elsevier |
Abstract
Estimation of permeability and effective porosity logs using deep autoencoders in borehole image logs from the Brazilian pre-salt carbonate.
BibTeX
@article{valentin2018estimation,
author = "Valentin, Manuel Blanco and Bom, Clecio R and Compan, Andr{\'e} Luiz Martins and Correia, Maury Duarte and de Jesus, Candida Menezes and de Lima Souza, Anelise and de Albuquerque, Marcio P and de Albuquerque, Marcelo P and Faria, Elisangela L",
title = "Estimation of permeability and effective porosity logs using deep autoencoders in borehole image logs from the Brazilian pre-salt carbonate",
journal = "Journal of Petroleum Science and Engineering",
volume = "170",
pages = "315--330",
year = "2018",
publisher = "Elsevier"
}
Recommended citation: Manuel Blanco Valentin, Clecio R Bom, André Luiz Martins Compan, Maury Duarte Correia, Candida Menezes de Jesus, Anelise de Lima Souza, Marcio P de Albuquerque, Marcelo P de Albuquerque, Elisangela L Faria (2018). "Estimation of permeability and effective porosity logs using deep autoencoders in borehole image logs from the Brazilian pre-salt carbonate." Journal of Petroleum Science and Engineering. 170, 315–330.
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