Manuel Blanco Valentín

The strong gravitational lens finding challenge

R. B. Metcalf, M. Meneghetti, Camille Avestruz et al. · Astronomy and Astrophysics · 2019 · 151 citations · Full text

Computing, Astronomy, Computer Science +17

Automatic detection of fractures and breakouts patterns in acoustic borehole image logs using fast-region convolutional neural networks

Luciana Olivia Dias, Clécio R. Bom, Elisângela L. Faria et al. · Journal of Petroleum Science and Engineering · 2020 · 90 citations

Engineering, Computer Science, Geological Engineering +17

A deep residual convolutional neural network for automatic lithological facies identification in Brazilian pre-salt oilfield wellbore image logs

Manuel Blanco Valentín, Clécio R. Bom, Juliana Coelho et al. · Journal of Petroleum Science and Engineering · 2019 · 88 citations

Computing, Computer Science, Earth Sciences +13

Estimation of permeability and effective porosity logs using deep autoencoders in borehole image logs from the brazilian pre-salt carbonate

Manuel Blanco Valentín, Clécio R. Bom, André Luiz Martins Compan et al. · Journal of Petroleum Science and Engineering · 2018 · 52 citations

Engineering, Earth Sciences, Petroleum Engineering +17

Bayesian deep networks for absolute permeability and porosity uncertainty prediction from image borehole logs from brazilian carbonate reservoirs

Clécio R. Bom, Manuel Blanco Valentín, B. Fraga et al. · Journal of Petroleum Science and Engineering · 2021 · 22 citations

Engineering, Earth Sciences, Geology +17