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 …

Value of information analysis in civil and infrastructure engineering: a review

WH Zhang, DG Lu, J Qin, S Thöns… - Journal of Infrastructure …, 2021 - Springer
The concept of Value of Information (VoI) has attracted significant attentions within the civil
engineering community over especially the last decade. Triggered by the increasing focus …

Estimation of trend and random components of conditional random field using Gaussian process regression

I Yoshida, Y Tomizawa, Y Otake - Computers and Geotechnics, 2021 - Elsevier
A method is proposed for simultaneously estimating the trend and random component of soil
properties at arbitrary locations using Gaussian process regression with the superposition of …

Optimization of site exploration program based on coupled characterization of stratigraphic and geo-properties uncertainties

C Zhao, W Gong, CH Juang, H Tang, X Hu, L Wang - Engineering Geology, 2023 - Elsevier
Due to the inherent spatial variability of the geological bodies, limited boreholes
(constrained by budget), and data interpretation errors, the subsurface conditions (in terms …

[HTML][HTML] Challenges in geotechnical design revealed by reliability assessment: Review and future perspectives

Y Otake, Y Honjo - Soils and Foundations, 2022 - Elsevier
This report discusses the challenges associated with geotechnical design through a review
of research on the reliability analysis of geotechnical structures. This report is organized into …

Fast stratification of geological cross-section from CPT results with missing data using multitask and modified Bayesian compressive sensing

T Zhao, Y Wang, SF Lu, L Xu - Canadian Geotechnical Journal, 2023 - cdnsciencepub.com
Since cone penetration test (CPT) is reasonably rapid, affordable, and repeatable, it has
been widely used in situ for subsurface soil stratification and classification in geological and …

Dealing with nonlattice data in three-dimensional probabilistic site characterization

J Ching, Z Yang, KK Phoon - Journal of Engineering Mechanics, 2021 - ascelibrary.org
In site investigation, it is common to conduct some soundings to explore greater depths that
are not explored by remaining soundings. This produces the scenario of nonlattice data …

Value of information analysis of site investigation program for slope design

JZ Hu, J Zhang, HW Huang, JG Zheng - Computers and Geotechnics, 2021 - Elsevier
Site investigation is widely used for uncertainty reduction and design improvement in slope
engineering. Before the site investigation is implemented, it is important to assess and …

BayLUP: A Bayesian framework for conditional random field simulation of the liquefaction-induced settlement considering statistical uncertainty and model error

C Miao, ZJ Cao, T Xiao, DQ Li, W Du - Gondwana Research, 2023 - Elsevier
Assessing the spatial variability of the liquefaction-induced settlement at a site often involves
spatial interpolation based on some stochastic models (eg, random fields). Accuracy of the …

Efficient CPT locations for characterizing spatial variability of soil properties within a multilayer vertical cross-section using information entropy and Bayesian …

T Zhao, Y Wang, L Xu - Computers and Geotechnics, 2021 - Elsevier
Subsurface geological profiles often contain multiple soil layers, and spatial variability of soil
properties within such a profile plays a crucial role in geo-structure analysis. Such spatial …