[HTML][HTML] Prediction of residential slab foundation movement through a finite element-based deep learning algorithm

B Teodosio, PLP Wasantha, M Guerrieri… - Geotechnical and …, 2023 - Springer
Deep learning networks were employed to predict the maximum differential deflection of
stiffened and waffle rafts due to reactive soil movements, Δ max. Four deep learning …

Design of stiffened slab foundations on reactive soils using 3D numerical modeling

MA Shams, MA Shahin, MA Ismail - International Journal of …, 2020 - ascelibrary.org
Over the past decades, stiffened slab foundations have been assessed as the most
successful foundation system for structures that are susceptible to risks from reactive soils …

Bearing capacity prediction of shallow foundation on sandy soils: a comparative study of analytical, FEM, and machine learning approaches

A Dehghanbanadaki, S Motamedi - Multiscale and Multidisciplinary …, 2023 - Springer
In this study, we compared the Ultimate Bearing Capacity (UBC) of shallow foundations on
sandy soils that were predicted using Analytical, Finite Element Modeling (FEM), and …

Analytical Study on the Influence of Rigidity of Foundation and Modulus of Subgrade Reaction on Behaviour of Raft Foundation

S Teli, P Kundhani, V Choksi, P Sinha… - Advances in Computer …, 2020 - Springer
Shallow foundations are commonly used for supporting structures unless soil, loading and
serviceability requirements necessitate deep foundations. Shallow foundations may be …

[HTML][HTML] Settlement Analysis of Concrete-Walled Buildings Using Soil–Structure Interactions and Finite Element Modeling

JD Patrício, AD Gusmão, SRM Ferreira, FAN Silva… - Buildings, 2024 - mdpi.com
This study examines the performance of mat foundations in 13 blocks of eight-story concrete-
walled residential buildings. Topographic monitoring bolts were used to monitor the slab's …

Numerical Examination of Loading Types Impact on Mat Foundations: A Case Study of a 10-storey Building in Gaziantep, Türkiye

MC Tekin, AY Gunal - International Journal of Innovative …, 2024 - ijirem.irpublications.org
This study leverages advanced numerical analysis techniques to model the intricate
interactions among soil, foundation, and structures alongside the nonlinear load …

Predictive modeling of rocking-induced settlement in shallow foundations using ensemble machine learning and neural networks

S Gajan - Frontiers in Built Environment, 2024 - frontiersin.org
Introduction The objective of this study is to develop predictive models for rocking-induced
permanent settlement in shallow foundations during earthquake loading using stacking …

Settlement of Shallow Foundations on Clay—A Database Study

M Bahmani, JL Briaud - IFCEE 2021, 2021 - ascelibrary.org
Generally, the first choice in the selection of a foundation for buildings and other structures is
a shallow foundation because it is more economical than a deep foundation and easier to …

[HTML][HTML] Numerical analysis of shallow foundations with varying loading and soil conditions

MR Hakro, A Kumar, M Ali, AF Habib, ARG de Azevedo… - Buildings, 2022 - mdpi.com
The load–deformation relationship under the footing is essential for foundation design.
Shallow foundations are subjected to changes in hydrological conditions such as rainfall …

A review on the application of soft computing techniques in foundation engineering

E Momeni, M Samaei, A Hashemi… - Artificial intelligence in …, 2023 - Springer
Determining footing design parameters is crucial in designing buildings and other
geotechnical structures. Bearing capacity and settlement of foundations are two important …