Resource Library

Investigating the Internal Fabric of VSP data with Attribute Analysis and Unsupervised Machine Learning Square Thumbnail

Investigating the Internal Fabric of VSP data with Attribute Analysis and Unsupervised Machine Learning

SEG 2020
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Examination of vertical seismic profile (VSP) data with unsupervised machine learning technology is a rigorous way to compare the fabric ...
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Finding Hydrocarbons using SOM Classifications Square Thumbnail

Finding Hydrocarbons using SOM Classifications

SEG 2020
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The key to this presentation is showing examples of how the SOM classification process has led to hydrocarbon discoveries in ...
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Calibrating SOM Results to Wells – Improving Stratigraphic Resolution in the Niobrara Square Thumbnail

Calibrating SOM Results to Wells – Improving Stratigraphic Resolution in the Niobrara

SEG 2020
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By using statistical tools such as Attribute Selection, which uses Principal Component Analysis (PCA), and Multi-Attribute Classification using Self Organizing ...
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Statistical Calibration of SOM results with Well Log Data (Case Study) Square Thumbnail

Statistical Calibration of SOM results with Well Log Data (Case Study)

SEG 2020
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This article shows its application to reveal the relationship between a SOM classification volume of a set of nine seismic ...
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Introduction to the Paradise AI Workbench Squared Thumbnail

Introduction to the Paradise AI Workbench

SEG 2020
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Companies worldwide are seeking solutions for their digital transformation initiatives and face a make-vs-buy decision when it comes to their ...
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Gas Hydrates, Reefs, Channel Architecture, and Fizz Gas SOM Applications in a Variety of Geologic Settings Square Thumbnail

Gas Hydrates, Reefs, Channel Architecture, and Fizz Gas: SOM Applications in a Variety of Geologic Settings

SEG 2020
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Students at the University of Oklahoma have been exploring the uses of SOM techniques for the last year. This presentation ...
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What Interpreters Should Know About Machine Learning

What Interpreters Should Know About Machine Learning

Geophysical Insights
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By Rocky Roden | May 2020 Introduction to Machine Learning for Interpreters ● Why Machine Learning now? ● Address terminology ...
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Machine Learning Technologies for Seismic Interpretation

Machine Learning Technologies for Seismic Interpretation with Case Studies

Geophysical Insights
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This webinar features a 60-minute presentation by Dr. Carrie Laudon, a Senior Consulting Geophysicist for Geophysical Insights.  ...
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Unsupervised Machine Learning Techniques for Subtle Thumbnail

Unsupervised Machine Learning Techniques for Subtle Fault Detection

First Break
In this paper, authors suggest a workflow that enables interpreters to apply principal component analysis (PCA) and self- organizing maps ...
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