Resource Library

Unsupervised machine learning for time-lapse seismic studies and reservoir monitoring

Unsupervised machine learning for time-lapse seismic studies and reservoir monitoring

Interpretation Journal
Time-lapse seismic monitoring is an important tool in reservoir management and successful drilling planning ...
Read More
Advanced Trends in Machine Learning for Seismic Fault Delineation

Advanced Trends in Machine Learning for Seismic Fault Delineation

E&P Magazine
/ , and
Over the last few years, there has been an increase in the application of machine learning, a type of artificial ...
Read More
A workflow to skeletonize faults and stratigraphic features Social

A Workflow to Skeletonize Faults and Stratigraphic Features

Geophysics
In this paper, we introduce a 3D fault directional skeletonization workflow (Figure 1) that uses the dip magnitude and azimuth ...
Read More
Identify Reservoirs by Combining Machine Learning, Petrophysics, and Bi-variate Statistics

Identify Reservoirs by Combining Machine Learning, Petrophysics, and Bi-variate Statistics

Geophysical Insights
The tools of machine learning, petrophysics, well logs, and bi-variate statistics are applied in an integrated methodology to identify and ...
Read More
Machine Learning - New Discoveries & Reservoir Optimization

Machine Learning – New Discoveries & Reservoir Optimization

AAPG Energy Insights
Deborah Sacrey, owner of Auburn Energy, presented at the the AAPG Deep Learning TIG for a free lunch and learn ...
Read More
Which Seismic Attributes are Best for Subtle Fault Detection?

Which Seismic Attributes are Best for Subtle Fault Detection?

Interpretation Journal
By Marwa Hussein, Robert R. Stewart and Jonny Wu | Published with permission: Interpretation Journal | May 2021 Abstract Subtle fault ...
Read More
How machine learning can help define "sweet spots" un conventional and unconventional reservoirs

A Tale Of Two Reservoirs: How Machine Learning Can Help Define “Sweet Spots” In Conventional & Unconventional Reservoirs

Geophysical Insights
Deborah Sacrey, owner of Auburn Energy, presented at the AAPG Pivoting 2021: Learning from Other Industries - Geothermal, Machine Learning, ...
Read More
The Scientific Universe From Square One to SOM – April 27-28 2021

The Scientific Universe From Square One to SOM – April 27-28 2021

Geophysical Insights
/
GSH-SEG Spring Symposium-Data Science and Geophysics: How Machine Learning and AI will Change Our Industry - Apr 27-28 The theme ...
Read More
2020_comparison-CNN-and-fault-enhancement

Comparing Convolutional Neural Networking and Image Processing Seismic Fault Detection Methods

SEG 2020
By Jie Qi, Bin Lyu, Xinming Wu and Kurt Marfurt, | Published with permission: SEG| Oct 2020Download PDF Table of ...
Read More
  • Registration confirmation will be emailed to you.

  • We're committed to your privacy. Geophysical Insights uses the information you provide to us to contact you about our relevant content, events, and products. You may unsubscribe from these communications at any time. For more information, check out our Privacy Policy

    Scroll to Top