35 Years of (AI) in geotechnical engineering: state of the art
AM Ebid - Geotechnical and Geological Engineering, 2021 - Springer
It was 35 years ago since the first usage of Artificial Intelligence (AI) technique in
geotechnical engineering, during those years many (AI) techniques were developed based …
geotechnical engineering, during those years many (AI) techniques were developed based …
Developing predictive models of collapse settlement and coefficient of stress release of sandy-gravel soil via evolutionary polynomial regression
AR Ghanizadeh, A Delaram, P Fakharian… - Applied Sciences, 2022 - mdpi.com
The collapse settlement of granular soil, which brings about considerable deformations, is
an important issue in geotechnical engineering. Several factors are involved in this …
an important issue in geotechnical engineering. Several factors are involved in this …
Multivariate adaptive regression splines model for reinforced soil foundations
In this study, a multivariate adaptive regression splines (MARS) model has been developed
to predict the settlement of shallow reinforced sandy soil foundations (RSSFs). The potential …
to predict the settlement of shallow reinforced sandy soil foundations (RSSFs). The potential …
A review of artificial intelligence applications in shallow foundations
MA Shahin - International Journal of Geotechnical Engineering, 2015 - Taylor & Francis
Geotechnical engineering deals with materials (eg soil and rock) that, by their very nature,
exhibit varied and uncertain behavior because of the imprecise physical processes …
exhibit varied and uncertain behavior because of the imprecise physical processes …
A single-objective EPR based model for creep index of soft clays considering L2 regularization
A correlation of creep index (C α) with high performance is highly recommended for soft clay
engineering practice. Current empirical correlations are only acceptable for a few clays. This …
engineering practice. Current empirical correlations are only acceptable for a few clays. This …
[PDF][PDF] Dynamic response and design of a skirted strip foundation subjected to vertical vibration
S Alzabeebee - Geomech Eng, 2020 - researchgate.net
Numerous studies have repeatedly demonstrated the efficiency of using skirts to increase
the bearing capacity and to reduce settlement of shallow foundations subjected to static …
the bearing capacity and to reduce settlement of shallow foundations subjected to static …
[HTML][HTML] Data-driven intelligent modeling of unconfined compressive strength of heavy metal-contaminated soil
This study focuses on empirical modeling of the strength characteristics of urban soils
contaminated with heavy metals using machine learning tools and their subsequent …
contaminated with heavy metals using machine learning tools and their subsequent …
An intelligent multi-objective EPR technique with multi-step model selection for correlations of soil properties
YF Jin, ZY Yin - Acta Geotechnica, 2020 - Springer
Current multi-objective evolutionary polynomial regression (EPR) methodology has
difficulties on decision-making of optimal EPR model. This paper proposes an intelligent …
difficulties on decision-making of optimal EPR model. This paper proposes an intelligent …
3D dynamic finite element analyses and 1 g shaking table tests on seismic performance of connected and nonconnected piled raft foundations
Connected and disconnected piled raft foundations have been evaluated under lateral cyclic
loading in this study. Connected Piled Raft (CPR) and nonconnected piled (NPR) …
loading in this study. Connected Piled Raft (CPR) and nonconnected piled (NPR) …
Mathematical model for approximating shield tunneling-induced surface settlement via multi-gene genetic programming
Obtaining an accurate estimation of surface settlement during tunnel excavation is
challenging due to the many factors that influence settlement. This study developed a …
challenging due to the many factors that influence settlement. This study developed a …