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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 …
[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 …
of research on the reliability analysis of geotechnical structures. This report is organized into …
Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method
Reliability analysis approach provides a rational means to quantitatively evaluate the safety
of geotechnical structures from a probabilistic perspective. However, it suffers from a known …
of geotechnical structures from a probabilistic perspective. However, it suffers from a known …
Prediction of wall deflection induced by braced excavation in spatially variable soils via convolutional neural network
Recently, the random field finite element method (RF-FEM) has attracted significantly
increasing attention in the field of geotechnical engineering, especially for the purpose of …
increasing attention in the field of geotechnical engineering, especially for the purpose of …
Bayesian perspective on geotechnical variability and site characterization
Geotechnical characterization of a project site for engineering applications is indispensable
in engineering geology and geotechnical engineering, and there are many unavoidable …
in engineering geology and geotechnical engineering, and there are many unavoidable …
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 …
Investigation of slope failure mode evolution during large deformation in spatially variable soils by random limit equilibrium and material point methods
This study investigates the occurrence and evolution of various slope failure modes during
large deformation in spatially variable soils using Monte Carlo simulation combined with …
large deformation in spatially variable soils using Monte Carlo simulation combined with …
Statistical interpretation of soil property profiles from sparse data using Bayesian compressive sampling
In geotechnical engineering, the number of measurement data obtained from in situ or
laboratory tests is usually sparse, especially for projects of small or medium size …
laboratory tests is usually sparse, especially for projects of small or medium size …
Slope stability machine learning predictions on spatially variable random fields with and without factor of safety calculations
Abstract Random field Monte Carlo (MC) reliability analysis is a robust stochastic method to
determine the probability of failure. This method, however, requires a large number of …
determine the probability of failure. This method, however, requires a large number of …
Sensitivity of multistage fill slope based on finite element model
B Yuan, Z Li, Z Su, Q Luo, M Chen… - Advances in Civil …, 2021 - Wiley Online Library
Based on the strength reduction method, the laws of slope displacement and the changing
positions of the sliding surface during the filling process are studied. The model of multistage …
positions of the sliding surface during the filling process are studied. The model of multistage …