Machine Learning for Subsurface Characterization

by Siddharth Misra, Hao Li, Jiabo He

Machine Learning for Subsurface Characterization develops and applies neural networks, random forests, deep learning, unsupervised learning, Bayesian frameworks, and clustering methods for subsurface characterization. Machine learning (ML) focusses on developing computational methods/algorithms that learn to recognize patterns and quantify functional relationships by processing large data sets, also referred to as the "big data." Deep learning...

• Format: Paperback
• Language: English
• ISBN: 0128177365
• ISBN13: 9780128177365
• Release Date: October 2019
• Publisher: Gulf Professional Publishing
• Length: 440 Pages
• Weight: 1.29 lbs.
• Dimensions: 0.9" x 6.0" x 9.0"