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 …
Time capsule for geotechnical risk and reliability
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 …
Soil Mechanics and Geotechnical Engineering (ISSMGE). The historical developments of …
Machine learning predicts and optimizes hydrothermal liquefaction of biomass
A Shafizadeh, H Shahbeig, MH Nadian, H Mobli… - Chemical Engineering …, 2022 - Elsevier
The hydrothermal liquefaction process has recently attracted more attention in biorefinery
design and implementation because of its capability of handling various wet biomass …
design and implementation because of its capability of handling various wet biomass …
Variance reduction function for a potential inclined slip line in a spatially variable soil
Variance reduction function for a spatially variable soil property is an important factor that
affects the spatial average-based characteristic value, which in turn influences the design of …
affects the spatial average-based characteristic value, which in turn influences the design of …
Characterization of autocovariance parameters of detrended cone tip resistance from a global CPT database
This paper compiles a cone penetration test (CPT) database, named Global-CPT/3/1196. It
contains three CPT parameters (cone tip resistance, sleeve friction, and porewater pressure) …
contains three CPT parameters (cone tip resistance, sleeve friction, and porewater pressure) …
Prediction of uniaxial compressive strength using fully Bayesian Gaussian process regression (fB-GPR) with model class selection
T Zhao, C Song, S Lu, L Xu - Rock Mechanics and Rock Engineering, 2022 - Springer
In rock, mining, and/or tunneling engineering, determination of uniaxial compressive
strength (UCS) of rocks is an important and crucial task, which is often estimated from readily …
strength (UCS) of rocks is an important and crucial task, which is often estimated from readily …
Data-driven development of three-dimensional subsurface models from sparse measurements using Bayesian compressive sampling: A benchmarking study
With the rapid development of computing and digital technologies recently, three-
dimensional (3D) subsurface models for accurate site characterization have received …
dimensional (3D) subsurface models for accurate site characterization have received …
Comparison of data-driven site characterization methods through benchmarking: Methodological and application aspects
Site characterization is one of the most crucial steps for decision making in geotechnical
engineering and to the fullest extent possible should be conducted based on objective data …
engineering and to the fullest extent possible should be conducted based on objective data …
Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter
Bayesian model updating provides a powerful framework for updating and uncertainty
quantification of models by making use of observations, following probability rules in the …
quantification of models by making use of observations, following probability rules in the …