Advances in reliability and risk analyses of slopes in spatially variable soils: A state-of-the-art review
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 …
stability analyses, rather some “average” or suitably “pessimistic” properties are assumed to …
Comprehensive review of machine learning in geotechnical reliability analysis: Algorithms, applications and further challenges
W Zhang, X Gu, L Hong, L Han, L Wang - Applied Soft Computing, 2023 - Elsevier
Geotechnical reliability analysis provides a novel way to rationally take the underlying
geotechnical uncertainties into account and evaluate the stability of geotechnical structures …
geotechnical uncertainties into account and evaluate the stability of geotechnical structures …
Dynamic reliability analysis of three-dimensional slopes considering the spatial variability in soil parameters
Y Li, R Pang, B Xu - Structures, 2023 - Elsevier
Slopes are commonly a significant aspect of geotechnical engineering projects. The
incorrect evaluation and prediction of slope stability can cause serious disasters when it …
incorrect evaluation and prediction of slope stability can cause serious disasters when it …
Machine learning-enhanced Monte Carlo and subset simulations for advanced risk assessment in transportation infrastructure
The maintenance of safety and dependability in rail and road embankments is of utmost
importance in order to facilitate the smooth operation of transportation networks. This study …
importance in order to facilitate the smooth operation of transportation networks. This study …
Evaluating slope stability with 3D limit equilibrium technique and its application to landfill in China
A new derivation of the three-dimensional (3D) limit equilibrium method for slope stability
analyses is presented, which applies linear algebra operations to matrices to achieve a …
analyses is presented, which applies linear algebra operations to matrices to achieve a …
Slope reliability analysis through Bayesian sequential updating integrating limited data from multiple estimation methods
Accurate estimation of slope stability based on numerous candidate estimation methods is
difficult as different results may be yielded. It becomes even more challenging when only …
difficult as different results may be yielded. It becomes even more challenging when only …
Three-dimensional probabilistic stability analysis of an earth dam using an active learning metamodeling approach
The probabilistic stability analysis of earth dams is usually performed within two-dimensional
(2D) computational models; thus, the 3D effect is ignored. Such a simplification could lead to …
(2D) computational models; thus, the 3D effect is ignored. Such a simplification could lead to …
Machine Learning in the Stochastic Analysis of Slope Stability: A State-of-the-Art Review
In traditional slope stability analysis, it is assumed that some “average” or appropriately
“conservative” properties operate over the entire region of interest. This kind of deterministic …
“conservative” properties operate over the entire region of interest. This kind of deterministic …
Dynamic reliability analysis of the stability of the 3D slope of a rockfill dam based on the copula function and generalized probability density evolution method
L Song, R Pang, B Xu, Y Zhou - International Journal of …, 2022 - ascelibrary.org
Rockfill strength parameters are important indicators of the stability of a rockfill dam slope.
Therefore, a rational representation of the distribution characteristics of these parameters is …
Therefore, a rational representation of the distribution characteristics of these parameters is …
Stability Analysis of a Multi-Layered Slope in an Open Pit Mine
The design of slopes in open pit mines requires an in-depth understanding of the ground
behavior to predict the potential failure mechanism and to better determine the stabilization …
behavior to predict the potential failure mechanism and to better determine the stabilization …