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Bayesian Machine Learning in Geotechnical Site Characterization

Bayesian Machine Learning in Geotechnical Site Characterization

Jianye Ching

315,65 €
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Editorial:
Taylor & Francis Ltd
Año de edición:
2024
Materia
Ingeniería civil, topografía y construcción
ISBN:
9781032314419

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Sobre IBD

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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