Advances in reliability and risk analyses of slopes in spatially variable soils: A state-of-the-art review

SH Jiang, J Huang, DV Griffiths, ZP Deng - Computers and Geotechnics, 2022 - Elsevier
Spatial variability of soil properties was rarely taken into account directly in traditional slope
stability analyses, rather some “average” or suitably “pessimistic” properties are assumed to …

Scale of fluctuation for spatially varying soils: estimation methods and values

B Cami, S Javankhoshdel, KK Phoon… - ASCE-ASME Journal of …, 2020 - ascelibrary.org
Spatial variability is one of the major sources of uncertainty in geotechnical applications.
This variability is characterized customarily by the scale of fluctuation. Scale of fluctuation …

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 …

Probabilistic simulation of entire process of rainfall-induced landslides using random finite element and material point methods with hydro-mechanical coupling

X Liu, Y Wang - Computers and Geotechnics, 2021 - Elsevier
Rainfall-induced landslides are a major geohazard worldwide, which involve a complicated
process, starting from rainfall infiltration, to landslide triggering and initiation, and post-failure …

Reliability-based design for geotechnical engineering: an inverse FORM approach for practice

J Ji, C Zhang, Y Gao, J Kodikara - Computers and Geotechnics, 2019 - Elsevier
In order to advance the reliability analysis of practical engineering problems, a simplified
iterative algorithm for forward and/or inverse first-order reliability method (FORM) is …

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 …

SS-XGBoost: a machine learning framework for predicting newmark sliding displacements of slopes

MX Wang, D Huang, G Wang, DQ Li - Journal of Geotechnical and …, 2020 - ascelibrary.org
Estimation of Newmark sliding displacement plays an important role for evaluating seismic
stability of slopes. Current empirical models generally utilize predefined functional forms and …

Three-dimensional reliability analysis of unsaturated soil slope considering permeability rotated anisotropy random fields

CWW Ng, C Qu, J Ni, H Guo - Computers and Geotechnics, 2022 - Elsevier
The spatial variability is an inherent characteristic of soils. In addition to isotropic and
transversely anisotropic soils, rotated anisotropic soils can also be observed in nature owing …

Variance reduction function for a potential inclined slip line in a spatially variable soil

Y Tao, KK Phoon, H Sun, J Ching - Structural Safety, 2024 - Elsevier
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 …

Adaptive Monte Carlo simulation method for system reliability analysis of slope stability based on limit equilibrium methods

X Liu, DQ Li, ZJ Cao, Y Wang - Engineering Geology, 2020 - Elsevier
A slope fails if it slides along any slip surface. Proper assessment of slope failure risk in
geological and geotechnical engineering needs to account, rationally, for a large, or even …