What geotechnical engineers want to know about reliability
KK Phoon - ASCE-ASME Journal of Risk and Uncertainty in …, 2023 - ascelibrary.org
The purpose of this paper is to address the “what,”“why,” and “how” questions posed by
engineers who are not familiar with geotechnical reliability and have not kept abreast of …
engineers who are not familiar with geotechnical reliability and have not kept abreast of …
Constructing site-specific multivariate probability distribution model using Bayesian machine learning
This study proposes a novel data-driven Bayesian machine learning method for constructing
site-specific multivariate probability distribution models in geotechnical engineering. There …
site-specific multivariate probability distribution models in geotechnical engineering. There …
The story of statistics in geotechnical engineering
KK Phoon - Georisk: Assessment and Management of Risk for …, 2020 - Taylor & Francis
The story of statistics in geotechnical engineering can be traced to Lumb's classical
Canadian Geotechnical Journal paper on “The Variability of Natural Soils” published in …
Canadian Geotechnical Journal paper on “The Variability of Natural Soils” published in …
Wetland shear strength with emphasis on the impact of nutrients, sediments, and sea level rise
This paper presents a comprehensive review of shear strength measurements in wetland
soils, which can be used to make inferences of the influence of nutrients and sediments on …
soils, which can be used to make inferences of the influence of nutrients and sediments on …
A hierarchical Bayesian similarity measure for geotechnical site retrieval
Geotechnical site retrieval refers to the quantitative identification and extraction of sites
similar to a given target site from predocumented generic sites in a database. This is known …
similar to a given target site from predocumented generic sites in a database. This is known …
Constructing a site-specific multivariate probability distribution using sparse, incomplete, and spatially variable (MUSIC-X) data
It is important to be able to construct a site-specific multivariate probability density function
(PDF) of soil parameters based on limited and incomplete site-specific investigation data …
(PDF) of soil parameters based on limited and incomplete site-specific investigation data …
Transformations and correlations among some clay parameters—the global database
This study compiles a large database of 10 clay parameters (labeled as CLAY/10/7490) from
251 studies, covering clay data from 30 regions or countries worldwide. Hence, the range of …
251 studies, covering clay data from 30 regions or countries worldwide. Hence, the range of …
Correlations for undrained shear strength of Finnish soft clays
The study focuses on the derivation of transformation models for undrained shear strength
(su) of Finnish soft sensitive clays. Specific correlation equations for su of Finnish clays are …
(su) of Finnish soft sensitive clays. Specific correlation equations for su of Finnish clays are …
[PDF][PDF] Managing risk in geotechnical engineering–from data to digitalization
If you scan a page from a soil report, this is called digitization. If you deploy digital
technologies, both software such as building information modeling and machine learning …
technologies, both software such as building information modeling and machine learning …