Application of Machine Learning Techniques for the Estimation of the Safety Factor in Slope Stability Analysis

Comparative performance of eight ensemble learning approaches for the development of models of slope stability prediction

(2022) Shan Lin et al.   Acta Geotechnica

Stability prediction of a natural and man-made slope using various machine learning algorithms

(2022) Dhruva Karir et al.   Transportation Geotechnics

Performance Evaluation and Engineering Verification of Machine Learning Based Prediction Models for Slope Stability

(2022) Gexue Bai et al.   Applied Sciences-Basel

A novel empirical classification method for weak rock slope stability analysis

(2022) Mohammad Azarafza et al.   Scientific Reports

Probabilistic slope stability analysis of Heavy-haul freight corridor using a hybrid machine learning paradigm

(2022) Abidhan Bardhan et al.   Transportation Geotechnics

Performance Evaluation of Hybrid WOA-SVR and HHO-SVR Models with Various Kernels to Predict Factor of Safety for Circular Failure Slope

(2021) Wei Wei et al.   Applied Sciences-Basel

Evaluation and prediction of slope stability using machine learning approaches

(2021) Shan Lin et al.   Frontiers of Structural and Civil Engineering

Discontinuous rock slope stability analysis by limit equilibrium approaches – a review

(2021) Mohammad Azarafza et al.   International Journal of Digital Earth

Coupled transient saturated–unsaturated seepage and limit equilibrium analysis for slopes: influence of rapid water level changes

(2021) Aynaz Biniyaz et al.   Acta Geotechnica

Limit equilibrium solution for the rock slope stability under the coupling effect of the shear dilatancy and strain softening

(2020) Dong-ping Deng   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Predicting Slope Stability Failure through Machine Learning Paradigms

(2019) Bui et al.   ISPRS International Journal of Geo-Information

Slope stability prediction for circular mode failure using gradient boosting machine approach based on an updated database of case histories

(2019) Jian Zhou et al.   SAFETY SCIENCE

Machine-Learning-Based Classification Approaches toward Recognizing Slope Stability Failure

(2019) Moayedi et al.   Applied Sciences-Basel

A novel procedure for 3D slope stability analysis: lower bound limit analysis coupled with block element method

(2019) Jian-feng Zhou et al.   Bulletin of Engineering Geology and the Environment

Slope stability prediction using integrated metaheuristic and machine learning approaches: A comparative study

(2018) Chongchong Qi et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Assessment of discontinuous rock slope stability with block theory and numerical modeling: a case study for the South Pars Gas Complex, Assalouyeh, Iran

(2017) Mohammad Azarafza et al.   Environmental Earth Sciences

Comparison of limit-equilibrium, numerical and physical models of wall slope stability

(2010) L.R. Alejano et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES