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The utilization of machine learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is
Artificial Intelligence for a More Sustainable Oil and Gas Industry and the Energy Transition
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Artificial Intelligence for a More Sustainable Oil and Gas Industry and the Energy Transition: Case Studies and Code Examples presents a package for academic re
Machine Learning for Subsurface Characterization
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Machine Learning for Subsurface Characterization develops and applies neural networks, random forests, deep learning, unsupervised learning, Bayesian frameworks
Broadening the Use of Machine Learning in Hydrology
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Applied Statistical Modeling and Data Analytics
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Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern