Resource Library
Applications of Machine Learning for Geoscientists – Permian Basin
Geophysical Insights
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
Geophysical Insights
Abstract: Mapping and extracting features of interest is one of the most important objectives in seismic data interpretation. Due to ...
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Machine Learning Essentials for Seismic Interpretation: an e-Course by Dr. Tom Smith
Geophysical Insights
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
Geophysical Insights
Using a new supervised learning technique, convolutional neural networks (CNN), interpreters are approaching seismic facies classification in a revolutionary way ...
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A Fault Detection Workflow Using Deep Learning and Image Processing
Geophysical Insights
Tao Zhao unveils a fault detection workflow using deep learning and image processing technologies at the 2018 Annual SEG Meeting ...
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The Holy Grail of Machine Learning in Seismic Interpretation
Geophysical Society of Houston (GSH)
Dr. Tom Smith shares the "Holy Grail" of Machine Learning in Seismic Interpretation with the Geophysical Society of Houston ...
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Geobodies in Paradise: a Machine Learning Application
Geophysical Insights
Dr. Tom Smith presents "Geobodies in Paradise: a Machine Learning Application" at the 2018 SEG Convention in Anaheim, California. Dr ...
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Making Sense of Machine Learning
Geophysical Insights
Machine Learning is revolutionizing geoscience and the Oil and Gas industry. As an interpreter, Rocky Roden, explores how machine learning ...
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Attribute Selection: Machine Learning vs. Interactive Interpretation
Geophysical Insights
Dr. Kurt Marfurt, Principal Investigator at the AASPI Consortium at the University of Oklahoma, shares insights on "Attribute Selection: Machine ...
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