4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
Highly efficient reliability analysis of anisotropic heterogeneous slopes: Machine Learning aided Monte Carlo method
Mohammad Aminpour, Reza Alaie, Navid Kardani +2
Machine Learning (ML) algorithms are increasingly used as surrogate models to increase the efficiency of stochastic reliability analyses in geotechnical engineering. This paper pre…
cs.LG2022★ 4 cited
Slope stability predictions on spatially variable random fields using machine learning surrogate models
Mohammad Aminpour, Reza Alaie, Navid Kardani +2
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 numerical…