Optimized CatBoost-based soft-computing models for prediction of the ultimate bearing capacity of T-shaped footings subjected to eccentric load

K Kounlavong, L Sadik, S Keawsawasvong… - Arabian Journal for …, 2024 - Springer
This study introduces a novel approach employing four innovative hybrid CatBoost-based
soft-computing models to accurately predict the ultimate bearing capacity of T-shaped strip …

Reliability analysis of monopiles for offshore wind turbines under lateral loading

BS Deviprasad, S Chatterjee - Ocean Engineering, 2024 - Elsevier
This paper presents reliability analysis of monopile foundations for offshore wind turbine
applications, along with probabilistic characterization of the responses. Finite element …

Behavior of shallow circular tunnels—impact of the soil spatial variability

A Hamrouni, D Dias, X Guo - Geosciences, 2022 - mdpi.com
Spatial variability is unavoidable for soils and it is important to consider such a feature in the
design of geotechnical engineering as it may lead to some structure behaviors which cannot …

Probabilistic Analysis of Bearing Capacity of Square and Strip Foundations on Rock Mass by the Response Surface Methodology

M Ranjbarnia, F Zarei, M Goudarzy - Rock Mechanics and Rock …, 2023 - Springer
This paper aims to employ the probabilistic approach to describe the bearing capacity of
square and strip foundations resting on the average rock mass quality. The Geological …

A Novel Method for Optimizing Parameters influencing the Bearing Capacity of Geosynthetic Reinforced Sand Using RSM, ANN, and Multi-objective Genetic Algorithm

B Lafifi, A Rouaiguia, EA Soltani - Studia Geotechnica et Mechanica, 2023 - sciendo.com
In this study, a novel method is proposed to optimize the reinforced parameters influencing
the bearing capacity of a shallow square foundation resting on sandy soil reinforced with …

Seismic Bearing Capacity of a Footing on Sloping Frictional Soil

J Garzón-Roca, S Melentijevic - Transportation Infrastructure …, 2024 - Springer
This study presents the analysis of surficial strip footing on sloping frictional ground for an
easy estimation of its seismic bearing capacity (by means of a seismic slope coefficient) to …

Prediction and optimization of the bearing capacity of strip footing resting on soft soil improved with stone columns using RSM, ANN, and multi-objective GA

B Lafifi, A Hamrouni, T Khoualdia, A Gheris… - Innovative Infrastructure …, 2024 - Springer
This paper studies the multi-objective optimization of the parameters influencing the bearing
capacity of a strip footing resting on different soft soils improved with stone columns. Bearing …

Risk analysis of earthen embankment considering cross-correlated spatially variable soil parameters subjected to pore pressure and seismic loadings

S Shekhar, S Ram, A Burman - Multiscale and Multidisciplinary Modeling …, 2024 - Springer
The deterministic slope stability analysis does not consider uncertainties that originate due
to various factors such as spatial variability in properties of soil, mechanical and human …

Influence of Uncertainty in the Elastic Modulus of Soil on the Combined Axial and Laterally Loaded Pile Group

S Kotra, K Chatterjee - Indian Geotechnical Journal, 2024 - Springer
Pile foundations generally experience various combinations of lateral and vertical load
components ie, axial and lateral loads. The present finite-difference study examines the …

Evaluation of bearing capacity envelope of mat foundations in soft clay seabed under wave loads using kriging-based response surface method

C Zhu, L Zhang, C Liao, L Tan, J Lin, H Chen, G Ye - Ocean Engineering, 2023 - Elsevier
This study examines the influence of cyclic wave loads on the bearing capacity envelope of
mat foundations for bottom-supported platforms in saturated soft clay seabed. These …