Novel machine learning workflow for rock property prediction in the geologically complex presalt Santos basin, Brazil
D Clarke, M Blaauw, J Guha, A Sansal… - … Meeting for Applied …, 2021 - library.seg.org
We carried out a unique workflow for rock property prediction based on supervised artificial
neural networks to characterize carbonate reservoirs in the Santos Basin, Brazil. Seismic …
neural networks to characterize carbonate reservoirs in the Santos Basin, Brazil. Seismic …
Successful application of supervised machine learning algorithms for proper identification of abnormal pressure zones in the Talara Basin, Peru
E Zambrano, V Soriano, C Olascoaga… - ARMA US Rock …, 2021 - onepetro.org
Talara Basin is a complex faulted basin located in the Peruvian northwestern, being
developed since the 1890s. However, wells recently drilled in certain areas in the basin …
developed since the 1890s. However, wells recently drilled in certain areas in the basin …
Earth Model Building in Real-Time with an Automated Machine Learning Framework–A Midland Basin Example
A Sansal, M Unaldi, E Tian, G Taylor - SPE/AAPG/SEG …, 2021 - onepetro.org
A machine learning-driven workflow has been designed to provide drilling engineers and
geosteering geologists with a high-resolution earth model populated with elastic …
geosteering geologists with a high-resolution earth model populated with elastic …