Bayesian analysis for learning and updating geotechnical parameters and models with measurements

2018 ◽  
pp. 251-294
Keyword(s):  
Bayesian Analysis ◽  
Geotechnical Parameters

scholarly journals Advantage of Bayesian approach to geotechnical designing

2009 ◽  
Vol 41 (2) ◽  
pp. 83-93
Author(s):  
Kazimierz Garbulewski ◽  
Stanisław Jabłonowski ◽  
Simon Rabarijoely
Keyword(s):  
Bayesian Analysis ◽  
Bayesian Approach ◽  
Geotechnical Engineering ◽  
Soil Parameters ◽  
Geotechnical Parameters ◽  
The Bayesian Approach

Advantage of Bayesian approach to geotechnical designing The paper addresses the possibility of the Bayesian approach's application to geotechnical engineering. First the principal information on the Bayesian analysis has been presented and its applications to estimate the soil parameters based on the CPT/DMT tests at SGGW Campus in Warsaw afterwards. The CPT/DMT tests had been carried out in order to recognize the geotechnical conditions in the foundations of design campus buildings. The data from two layers of glacial boulder clays have been analysed. The results demonstrate that the Bayesian approach is a useful tool in evaluation of ground properties and estimation of the geotechnical parameters in specified circumstances.

Bayesian Analysis of Heterogeneous Mediation

2015 ◽  
Author(s):  
Tatiana Dyachenko ◽  
Greg M. Allenby
Keyword(s):  
Bayesian Analysis
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