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 …

[HTML][HTML] Application of machine learning techniques for the estimation of the safety factor in slope stability analysis

Y Ahangari Nanehkaran, T Pusatli, J Chengyong… - Water, 2022 - mdpi.com
Slope stability is the most important stage in the stabilization process for different scale
slopes, and it is dictated by the factor of safety (FS). The FS is a relationship between the …

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 …

Stochastic assessment of landslide influence zone by material point method and generalized geotechnical random field theory

G Ma, M Rezania, MM Nezhad - International Journal of …, 2022 - ascelibrary.org
In landslide analysis, reliable prediction of landslide's influence zone is significantly difficult
due to the inherent heterogeneity of soils and their spatially varying geological properties. In …

Convolutional neural networks prediction of the factor of safety of random layered slopes by the strength reduction method

E Soranzo, C Guardiani, Y Chen, Y Wang, W Wu - Acta Geotechnica, 2023 - Springer
The strength reduction method is often used to predict the stability of soil slopes with
complex soil properties and failure mechanisms. However, it requires a considerable …

[HTML][HTML] Slope stability prediction using principal component analysis and hybrid machine learning approaches

D Lei, Y Zhang, Z Lu, H Lin, B Fang, Z Jiang - Applied Sciences, 2024 - mdpi.com
Traditional slope stability analysis methods are time-consuming, complex, and cannot
provide fast stability estimates when facing a large amount of slope cases. In this case …

Recent tendencies in the use of optimization techniques in geotechnics: A review

D Boumezerane - Geotechnics, 2022 - mdpi.com
The use of optimization methods in geotechnics dates back to the 1950s. They were used in
slope stability analysis (Bishop) and evolved to a wide range of applications in ground …

Time capsule for landslide risk assessment

Y Lei, J Huang, Y Cui, SH Jiang, S Wu… - … and Management of …, 2023 - Taylor & Francis
Landslides, one of the most common mountain hazards, can result in enormous casualties
and huge economic losses in mountainous regions. In order to address the landslide …

[HTML][HTML] Slope stability analysis based on improved radial movement optimization considering seepage effect

L **, J Wei, C Luo, T Qin - Alexandria Engineering Journal, 2023 - Elsevier
Among various effecting factors, groundwater is commonly known as one of the major
triggers for slope failures. Thus, it is great significant of considering the contribution from …

Three-dimensional soil slope dynamic stability assessment using minimum potential energy approach

J Sun, T Yu, P Dong - Soil Dynamics and Earthquake Engineering, 2023 - Elsevier
This study introduces a new stability analysis method of 3D slopes under the earthquake
forces by combining the minimum potential energy method with pseudo-dynamic method. A …