Bayesian Machine Learning in Geotechnical Site Characterization de Jianye (National Taiwan UniversityTaipei) Ching

Bayesian Machine Learning in Geotechnical Site Characterization: Challenges in Geotechnical and Rock Engineering

Autor Jianye (National Taiwan UniversityTaipei) Ching

en Limba Engleză Paperback – 26 dec 2025

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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