Bayesian machine learning in geotechnical site characterization
Auteur :
Ching, Jianye
Éditeur :
Taylor & Francis Ltd
ISBN :
9781032314433
Date de publication :
26 déc. 2025
Dimensions :
23,4 x 15,6 cm
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.