Response surface methods for slope reliability analysis: review and comparison
This paper reviews previous studies on developments and applications of response surface
methods (RSMs) in different slope reliability problems. Based on the review, four types of …
methods (RSMs) in different slope reliability problems. Based on the review, four types of …
Influence of spatial variability on slope reliability using 2-D random fields
The paper investigates the probability of failure of slopes using both traditional and more
advanced probabilistic analysis tools. The advanced method, called the random finite …
advanced probabilistic analysis tools. The advanced method, called the random finite …
3D slope reliability analysis based on the intelligent response surface methodology
LF Song, X Yu, B Xu, R Pang, ZY Zhang - Bulletin of engineering geology …, 2021 - Springer
At present, there are two problems in 3D slope reliability analysis:(1) the slope stability
analysis method;(2) how to effectively extend the reliability analysis method from 2D to 3D …
analysis method;(2) how to effectively extend the reliability analysis method from 2D to 3D …
Probabilistic assessment of slope stability that considers the spatial variability of soil properties
SE Cho - Journal of geotechnical and geoenvironmental …, 2010 - ascelibrary.org
In this paper, a numerical procedure for probabilistic slope stability analysis is presented.
This procedure extends the traditional limit equilibrium method of slices to a probabilistic …
This procedure extends the traditional limit equilibrium method of slices to a probabilistic …
[HTML][HTML] Interpreting random fields through the U-Net architecture for failure mechanism and deformation predictions of geosystems
The representation of spatial variation of soil properties in the form of random fields permits
advanced probabilistic assessment of slope stability. In many studies, the safety margin of …
advanced probabilistic assessment of slope stability. In many studies, the safety margin of …
Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet
The previous chapters developed several probabilistic approaches for geotechnical site
characterization. These probabilistic approaches provide probabilistic characterization of …
characterization. These probabilistic approaches provide probabilistic characterization of …
Effects of spatial variability of soil properties on slope stability
SE Cho - Engineering Geology, 2007 - Elsevier
Slope stability analysis is a geotechnical engineering problem characterized by many
sources of uncertainty. Some of the uncertainties are related to the variability of soil …
sources of uncertainty. Some of the uncertainties are related to the variability of soil …
Enhancement of random finite element method in reliability analysis and risk assessment of soil slopes using Subset Simulation
Random finite element method (RFEM) provides a rigorous tool to incorporate spatial
variability of soil properties into reliability analysis and risk assessment of slope stability …
variability of soil properties into reliability analysis and risk assessment of slope stability …
System probabilistic stability analysis of soil slopes using Gaussian process regression with Latin hypercube sampling
This paper presents a system probabilistic stability evaluation method for slopes based on
Gaussian process regression (GPR) and Latin hypercube sampling. The analysis is …
Gaussian process regression (GPR) and Latin hypercube sampling. The analysis is …
Probabilistic stability analyses of slopes using the ANN-based response surface
SE Cho - Computers and Geotechnics, 2009 - Elsevier
Slope stability analysis is a geotechnical engineering problem characterized by many
sources of uncertainty. Some of these sources are connected to the uncertainties of soil …
sources of uncertainty. Some of these sources are connected to the uncertainties of soil …