Electrofacies clustering and classification from the Ariri Formation in Santos Basin (southeastern offshore Brazil) involving unsupervised learning algorithms

FFL Gorla, C de Carvalho Carneiro - Carbonates and Evaporites, 2023 - Springer
During oil well drilling, geological knowledge of the layers to be drilled is essential to
dimension the drilling parameters and plan contingency operations in case of operational …

Analysis of porosity, stratigraphy, and structural delineation of a Brazilian carbonate field by machine learning techniques: A case study

MC Kuroda, AC Vidal, JP Papa - Interpretation, 2016 - pubs.geoscienceworld.org
The upscaling of well logs has many challenges, especially for carbonate rocks. Primary
among them is the suitable choice of seismic attributes to be integrated with well information …