Novel machine learning workflow for rock property prediction in the geologically complex presalt Santos basin, Brazil
A unique workflow for rock property prediction based on supervised artificial neural networks to characterize carbonate reservoirs in the Santos Basin, Brazil.
Authors
Quantico & Shell
Publication
Private
Year
2021
Using Machine Learning to Better Define Landing Zones
A study that focuses on using machine learning to better define landing zones in thin targets.
Authors
Quantico & TGS
Publication
Private
Year
2020
Seeing-ahead-of-the-bit: A game changer enabled by Machine Learning
A study that covers the fundamentals of machine learning and autonomous real-time earth models.
Authors
Quantico
Publication
ARMA
Year
2020
Artificial Intelligence Logs for Formation Evaluation Using Case Studies in Gulf of Mexico and Trinidad & Tobago
Using machine learning to create formation evaluation logs from drilling data in the Gulf of Mexico.
Authors
Shell & Quantico
Publication
SPE
Year
2019
Optimization of Bakken Well Completions in a Multivariate World
Optimization of well completions using QFrac in the Bakken Formation.
Authors
Sinclair Oil Corp, Drilling Info, Quantico
Publication
SPE
Year
2018
Big Data Yields Completion Optimization: Using Drilling Data to Optimize Completion Efficiency in a Low Permeability Formation
Study focused on the growth of fractures from stage clusters.
Authors
Frac Diagnostic LLC & Quantico
Publication
SPE
Year
2016
