Rock masses are commonly used as the underlying layer of important structures such as bridges, dams and transportation constructions. The success of a foundation design for such …
AI Lawal, S Kwon - Journal of Rock Mechanics and Geotechnical …, 2023 - Elsevier
Ultimate bearing capacity (UBC) is a key subject in geotechnical/foundation engineering as it determines the limit of loads imposed on the foundation. The most reliable means of …
This study focused on presenting the potential of artificial intelligence (AI) modeling approach to predict the bearing capacity (Q u) of shallow foundation. Accurate prediction of …
DR Kumar, P Samui, W Wipulanusat… - Eng Sci, 2023 - researchgate.net
A crucial characteristic of real-world engineering operations is a strip footing's bearing capacity on a rock mass subjected to incline and eccentric loading conditions. Many …
Y Liu, Y Liang - Scientific Reports, 2024 - nature.com
Analyzing the stability of footings is a significant step in civil/geotechnical engineering projects. In this work, two novel predictive tools are suggested based on an artificial neural …
MA Millán, R Galindo, A Alencar - Rock Mechanics and Rock Engineering, 2021 - Springer
Calculation of the bearing capacity of shallow foundations on rock masses is usually addressed either using empirical equations, analytical solutions, or numerical models. While …
In this study, the Multivariate Adaptive Regression Splines (MARS) model is employed to create a data-driven prediction for the bearing capacity of a strip footing on rock mass …
The utilization of Artificial Neural Network (ANN) for bearing capacity estimation has some disadvantages such as getting trapped in local minima and slow rate of learning. Recent …
The finite element limit analysis solution presented in this paper offers novel approaches for estimating the ultimate bearing capacity of annular foundations on Hoek–Brown criterion …