Machine Learning for Subsurface Characterization develops and applies neural networks, random forests, deep learning, unsupervised learning, Bayesian frameworks

Advances in Subsurface Data Analytics: Traditional and Physics-Based Approaches brings together the fundamentals of popular and emerging machine learning (ML) a

This book provides readers with a timely review and discussion of the success, promise, and perils of machine learning in geosciences. It explores the fundament

This book provides readers with a timely review and discussion of the success, promise, and perils of machine learning in geosciences. It explores the fundament

The utilization of machine learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is