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