Manuel Blanco Valentín

Statistics

Publications

Citations

236

H-Index

Active since

2018

Affiliations

Federal Center for Technological Education Celso Suckow da Fonseca(Current)

Centro Brasileiro de Pesquisas Físicas

Petrobras (Brazil)

Manuel Blanco Valentín is an author at Federal Center for Technological Education Celso Suckow da Fonseca specializing in engineering, civil engineering, and deep learning.

ORCID

Top concepts

EngineeringCivil EngineeringDeep LearningEarth ScienceMachine LearningData ScienceImage AnalysisMachine VisionComputer VisionPattern Recognition

Publications per year

2018–2021

Publications

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 · 86 citations

Image Classification, Convolutional Neural Network, Machine Vision +13

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 · 81 citations

Image Classification, Convolutional Neural Network, Machine Vision +14

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 · 49 citations

Effective Porosity Logs, Hydrogeology, Pore Structure +10

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 · 20 citations

Engineering, Machine Learning, Hydrogeophysics +9

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