Bayesian Machine Learning in Geotechnical Site Characterization

By Jianye Ching

This presents recent advancements in probabilistic geotechnical site characterization. It reviews probability theories and models for cross correlation and spatial correlation, and presents methods for Bayesian parameter estimation and prediction. Use of these methods is demonstrated with geotechnical site characterization examples.

• Format: Hardcover
• Language: English
• ISBN: 1032314419
• ISBN13: 9781032314419
• Release Date: August 2024
• Publisher: CRC Press
• Length: 176 Pages
• Weight: 0.98 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"