[HTML][HTML] Geotechnical uncertainty, modeling, and decision making

KK Phoon, ZJ Cao, J Ji, YF Leung, S Najjar… - Soils and …, 2022 - Elsevier
Modeling only constitutes one aspect of decision making. The prevailing limitation of
applying modeling to practice is the absence of explicit consideration of uncertainties. This …

Probabilistic methods for unified treatment of geotechnical and geological uncertainties in a geotechnical analysis

CH Juang, J Zhang, M Shen, J Hu - Engineering geology, 2019 - Elsevier
There are typically three types of models involved in a geotechnical analysis, ie, the
geologic model, the ground model, and the geotechnical model, each of which may be …

Bayesian perspective on geotechnical variability and site characterization

Y Wang, Z Cao, D Li - Engineering Geology, 2016 - Elsevier
Geotechnical characterization of a project site for engineering applications is indispensable
in engineering geology and geotechnical engineering, and there are many unavoidable …

Bayesian approach for probabilistic site characterization using cone penetration tests

Z Cao, Y Wang - Journal of Geotechnical and Geoenvironmental …, 2013 - ascelibrary.org
This paper develops a Bayesian approach for probabilistic site characterization (ie, on both
stratigraphy and soil properties) using cone penetration tests (CPTs). The available site …

Probabilistic characterization of Young's modulus of soil using equivalent samples

Y Wang, Z Cao - Engineering Geology, 2013 - Elsevier
Several probability-based design codes (eg, load and resistance factor design (LRFD)
codes and Eurocode 7) have been developed and implemented around the world recently …

Bayesian approach for probabilistic characterization of sand friction angles

Y Wang, SK Au, Z Cao - Engineering Geology, 2010 - Elsevier
Site characterization is a unique problem of geotechnical engineering that utilizes both prior
information (including engineering judgment) and project-specific information from test …

Time capsule for geotechnical risk and reliability

M Chwała, KK Phoon, M Uzielli, J Zhang… - … and management of …, 2023 - Taylor & Francis
This paper is motivated by the Time Capsule Project (TCP) of the International Society for
Soil Mechanics and Geotechnical Engineering (ISSMGE). The historical developments of …

Bayesian model comparison and characterization of undrained shear strength

Z Cao, Y Wang - Journal of Geotechnical and Geoenvironmental …, 2014 - ascelibrary.org
This paper develops Bayesian approaches for facilitating the determination of characteristic
(or nominal) values of geomaterial properties in geotechnical analysis and design when …

Reliability-based robust geotechnical design of spread foundations using multi-objective genetic algorithm

CH Juang, L Wang - Computers and Geotechnics, 2013 - Elsevier
This paper presents a new geotechnical design concept, called robust geotechnical design
(RGD). The new design methodology seeks to achieve a certain level of design robustness …

Probabilistic back analysis based on Bayesian and multi-output support vector machine for a high cut rock slope

S Li, H Zhao, Z Ru, Q Sun - Engineering Geology, 2016 - Elsevier
Uncertainty of geomechanical parameters is an important consideration for rock engineering
and has a very important influence on safety evaluation, design, and construction. Back …