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portada Bayesian Machine Learning in Geotechnical Site Characterization
Type
Physical Book
Publisher
Author
Collection
Challenges in Geotechnical and Rock Engineering
Year
2025
Pages
176
Format
Paperback
Dimensions
23.4x15.6 cm
ISBN13
9781032314433

Bayesian Machine Learning in Geotechnical Site Characterization

Jianye Ching (Author) · CRC Press · Paperback

Bayesian Machine Learning in Geotechnical Site Characterization - Jianye Ching

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Synopsis "Bayesian Machine Learning in Geotechnical Site Characterization"

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.

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