Prediction of ultimate bearing capacity of shallow foundations on cohesionless soil using hybrid lstm and rvm approaches: An extended investigation of …

J Khatti, KS Grover, HJ Kim, KBA Mawuntu… - Computers and …, 2024 - Elsevier
This research presents the optimum performance model for predicting the shallow
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 …

Development of empirical models with high accuracy for estimation of drag coefficient of flow around a smooth sphere: An evolutionary approach

R Barati, SAAS Neyshabouri, G Ahmadi - Powder Technology, 2014 - Elsevier
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 …

Prediction of ultimate bearing capacity of shallow foundations on cohesionless soils: A gaussian process regression approach

M Ahmad, F Ahmad, P Wróblewski, RA Al-Mansob… - Applied Sciences, 2021 - mdpi.com
This study examines the potential of the soft computing technique—namely, Gaussian
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 …

Application of dimensional analysis and multi-gene genetic programming to predict the performance of tunnel boring machines

M Kazemi, R Barati - Applied Soft Computing, 2022 - Elsevier
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 …

[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 …

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 …

Surrogate model-based prediction of settlement in foundation over cavity for reliability analysis

K Shubham, S Metya, AK Sinha - Transportation Infrastructure …, 2024 - Springer
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 …

Experimental and computational response of strip footing resting on prestressed geotextile-reinforced industrial waste

S Ghani, S Kumari, AK Choudhary, JN Jha - Innovative Infrastructure …, 2021 - Springer
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 …