Comparative Deterministic and Probabilistic Modeling in Geotechnics: Applications to Stabilization of Organic Soils, Determination of Unknown Foundations for Bridge Scour, and One-Dimensional Diffusion Processes

Comparative Deterministic and Probabilistic Modeling in Geotechnics: Applications to Stabilization of Organic Soils, Determination of Unknown Foundations for Bridge Scour, and One-Dimensional Diffusion Processes

This study presents different aspects on the use of deterministic methods including Artificial Neural Networks (ANNs), and linear and nonlinear regression, as well as probabilistic methods including Bayesian inference and Monte Carlo methods to develop reliable solutions for challenging problems in...

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Bibliographic Details
Main Author: Yousefpour, Negin
Other Authors: Medina-Cetina, Zenon
Format: Others
Language:en
Published: 2013
Subjects:
Artificial Neural Network
Bayesian Inference
Inverse Problem
Deterministic Model
Probabilistic Model
Bridge Scour
Unknown Foundations
Organic Soils
Stabilization
Diffusion
Uncertainty Quantification
Geotechnics
Online Access:http://hdl.handle.net/1969.1/151268

Internet

http://hdl.handle.net/1969.1/151268

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