Prediction of ultimate bearing capacity of shallow foundations on cohesionless soil using hybrid lstm and rvm approaches: An extended investigation of …
This research presents the optimum performance model for predicting the shallow
foundation ultimate bearing capacity (UBC). Twenty-one models are employed, trained …
foundation ultimate bearing capacity (UBC). Twenty-one models are employed, trained …
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 …
Development of empirical models with high accuracy for estimation of drag coefficient of flow around a smooth sphere: An evolutionary approach
An accurate correlation for the smooth sphere drag coefficient with wide range of
applicability is a useful tool in the field of particle technology. The present study focuses on …
applicability is a useful tool in the field of particle technology. The present study focuses on …
Prediction of ultimate bearing capacity of shallow foundations on cohesionless soils: A gaussian process regression approach
This study examines the potential of the soft computing technique—namely, Gaussian
process regression (GPR), to predict the ultimate bearing capacity (UBC) of cohesionless …
process regression (GPR), to predict the ultimate bearing capacity (UBC) of cohesionless …
Experimental study and soft computing modeling of the unconfined compressive strength of limestone rocks considering dry and saturation conditions
S Alzabeebee, DA Mohammed… - Rock Mechanics and Rock …, 2022 - Springer
Unconfined compressive strength (UCS) of intact limestone rocks is very significant in
geotechnical engineering in order to design structures that are currently being built on/in …
geotechnical engineering in order to design structures that are currently being built on/in …
Application of dimensional analysis and multi-gene genetic programming to predict the performance of tunnel boring machines
An accurate prediction of tunnel boring machine (TBM) performance is one of the complex
and crucial issues encountered frequently in tunnel construction, which is the aim of the …
and crucial issues encountered frequently in tunnel construction, which is the aim of the …
[HTML][HTML] Development of mathematically motivated hybrid soft computing models for improved predictions of ultimate bearing capacity of shallow foundations
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 …
it determines the limit of loads imposed on the foundation. The most reliable means of …
New model to predict bearing capacity of shallow foundations resting on cohesionless soil
S Alzabeebee, YMA Alshkane… - Geotechnical and …, 2023 - Springer
Predicting the bearing capacity is one of the tasks that geotechnical engineers do on a daily
basis, yet the accuracy of the available methods needs to be further improved. This paper …
basis, yet the accuracy of the available methods needs to be further improved. This paper …
Surrogate model-based prediction of settlement in foundation over cavity for reliability analysis
The stability of the foundations of a building may be seriously harmed by excavations (eg,
tunneling) or cavities (eg, rock dissolution) underneath. It may be difficult and time …
tunneling) or cavities (eg, rock dissolution) underneath. It may be difficult and time …
Experimental and computational response of strip footing resting on prestressed geotextile-reinforced industrial waste
Geotechnical engineering practices involves the use of geosynthetic as one of the major
construction materials for stabilizing terrains and these materials have been also proven to …
construction materials for stabilizing terrains and these materials have been also proven to …