Saudi Arabian Oil Company

Rayan Kanfar

Andrey Bakulin

Robert Smith

Philippe Nivlet

Nasher Muqbel AlbinHassan

Methods for determination of mechanical properties of geological formations using deep learning include receiving, by a computer system, data acquired during drilling a geological formation. The computer system generates features of the data acquired during drilling. The features are indicative of mechanical properties of the geological formation. The computer system segments the features of the data acquired during drilling into sequences readable by a trained temporal convolutional network (TCN). The computer system determines the mechanical properties of the geological formation using the TCN based on the sequences obtained from the features of the data. A display device of the computer system generates a graphical representation of the mechanical properties of the geological formation.

Growing community of inventors

Stanford, CA, United States of America

Rayan Kanfar