Resource Library

The Oil Industry's Cyber–Transformation Is Closer Than You Think

The Oil Industry’s Cyber–Transformation Is Closer Than You Think

AAPG Explorer
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By David Brown, Explorer Correspondent Published with permission: AAPG Explorer June 2019 The concept of digital transformation in the oil ...
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Applications of Machine Learning for Geoscientists - Permian Basin

Applications of Machine Learning for Geoscientists – Permian Basin

Geophysical Insights
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Download PDF By Carrie Laudon Published with permission: Permian Basin Geophysical Society 60th Annual Exploration Meeting May 2019 Abstract Over ...
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Video: Leveraging Deep Learning in Extracting Features of Interest from Seismic Data

Video: Leveraging Deep Learning in Extracting Features of Interest from Seismic Data

Geophysical Insights
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 Abstract:Mapping and extracting features of interest is one of the most important objectives in seismic data interpretation. Due to the ...
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Machine Learning Essentials for Seismic Interpretation: an e-Course by Dr. Tom Smith

Machine Learning Essentials for Seismic Interpretation: an e-Course by Dr. Tom Smith

Geophysical Insights
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Machine learning is foundational to the digital transformation of the oil & gas industry and will have a dramatic impact ...
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Seismic Facies Classification Using Deep Convolutional Neural Networks

Seismic Facies Classification Using Deep Convolutional Neural Networks

Geophysical Insights
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Using a new supervised learning technique, convolutional neural networks (CNN), interpreters are approaching seismic facies classification in a revolutionary way ...
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Image of Seismic amplitude co-rendered Lines A and B

A Fault Detection Workflow Using Deep Learning and Image Processing

Geophysical Insights
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Tao Zhao unveils a fault detection workflow using deep learning and image processing technologies at the 2018 Annual SEG Meeting ...
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Holy Grail Slideshow Title Card

The Holy Grail of Machine Learning in Seismic Interpretation

Geophysical Society of Houston (GSH)
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Dr. Tom Smith shares the "Holy Grail" of Machine Learning in Seismic Interpretation with the Geophysical Society of Houston ...
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Title slide for geobodies in paradise

Geobodies in Paradise: a Machine Learning Application

Geophysical Insights
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Dr. Tom Smith presents "Geobodies in Paradise: a Machine Learning Application" at the 2018 SEG Convention in Anaheim, California. Dr ...
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Thumbnail for making sense of machine learning

Making Sense of Machine Learning

Geophysical Insights
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Machine Learning is revolutionizing geoscience and the Oil and Gas industry. As an interpreter, Rocky Roden, explores how machine learning ...
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