Resource Library
Solving Exploration Problems with Machine Learning
First Break
Geoscientists Deborah Sacrey and Rocky Roden solve exploration problems using Paradise, machine learning software for seismic interpretation in the June ...
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Machine Learning Terms
Geophysical Insights
A glossary defining essential machine learning terms within the seismic interpretation and geoscience community from Principal Component Analysis (PCA) to ...
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Thin Beds and Anomaly Resolution in the Niobrara
Geophysical Insights
Using machine learning to classify a 100-square-mile seismic volume in the Niobrara, geoscientists were able to interpret thin beds below ...
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What is Big Data?
Geophysical Insights
Let’s talk for a minute about the concepts of Big Data. Remember a few years ago, if you wanted to ...
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What is Machine Learning?
Geophysical Insights
If you’re new to Machine Learning, let’s start at the top. The whole field of artificial intelligence is broken up ...
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Attribute Essentials: Categories of Attributes
Geophysical Insights
A review of the various attribute categories and their possible application ...
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Significant Advancements in Seismic Reservoir Characterization with Machine Learning
SPE Norway
The application of machine learning to classify seismic attributes at single sample resolution is producing results that reveal more reservoir ...
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Seismic Interpretation of DHI Characteristics with Machine Learning
Geophysical Insights
The accurate interpretation of DHI characteristics has proven to significantly improve the success rates of drilling commercial wells. In this ...
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Machine Learning Revolutionizing Seismic Interpretation
American Oil and Gas Reporter (AOGR)
Machine Learning for Seismic Interpretation driven by the nature of the technical and business demands facing geoscientists as oil and ...
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