Resource Library

Advanced Trends in Machine Learning for Seismic Fault Delineation

Advanced Trends in Machine Learning for Seismic Fault Delineation

E&P Magazine
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By Rocky Roden, Carrie Laudon, and Jie Qi, Geophysical Insights | Published with permission: E+P | Hart Energy  | August ...
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A workflow to skeletonize faults and stratigraphic features Square

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 ...
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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 ...
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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 ...
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Location map of the Taranaki basin, offshore west North Island, New Zealan

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 2021Download PDF Table of ...
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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, ...
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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
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GSH-SEG Spring Symposium-Data Science and Geophysics: How Machine Learning and AI will Change Our Industry - Apr 27-28 The theme ...
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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 ...
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Unsupervised Machine Learning Applied to Direct-P and Converted-P Data – a free webinar, 17/18 February 2021

Unsupervised Machine Learning Applied to Direct-P and Converted-P Data – a free webinar, 17/18 February 2021

Geophysical Insights
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This webinar features a 45-minute presentation by Dr. Bob Hardage (CV below), a researcher and proponent of the application of ...
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