Prediction of the seismic effect on liquefaction behavior of fine-grained soils using artificial intelligence-based hybridized modeling
Researchers in the past have reported significant uncertainties involved in evaluating the
risk of soil liquefaction using deterministic approaches. Therefore, to improve the accuracy …
risk of soil liquefaction using deterministic approaches. Therefore, to improve the accuracy …
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 …
Surrogate models to predict maximum dry unit weight, optimum moisture content and California bearing ratio form grain size distribution curve
S Alzabeebee, SA Mohamad… - Road Materials and …, 2022 - Taylor & Francis
This study evaluates the applicability of using a robust, novel, data-driven method in
proposing surrogate models to predict the maximum dry unit weight, optimum moisture …
proposing surrogate models to predict the maximum dry unit weight, optimum moisture …
Explicit soft computing model to predict the undrained bearing capacity of footing resting on aggregate pier reinforced cohesive ground
S Alzabeebee - Innovative Infrastructure Solutions, 2022 - Springer
Aggregate pier has been frequently suggested as a traditional solution to enhance the
undrained bearing capacity and reduce settlement of footings resting on cohesive ground …
undrained bearing capacity and reduce settlement of footings resting on cohesive ground …
Robust models to predict the secondary compression index of fine-grained soils using multi objective evolutionary polynomial regression analysis
S Alzabeebee, S Keawsawasvong - Modeling Earth Systems and …, 2024 - Springer
The secondary consolidation settlement occurs in soft-grained soils after the primary
consolidation settlement. This settlement affects the serviceability performance of surface …
consolidation settlement. This settlement affects the serviceability performance of surface …
Multivariate geophysical index-based prediction of the compression index of fine-grained soil through nonlinear regression
The determination of consolidation settlement is highly significant in fine-grained soil.
However, evaluating compression index (C c) is time-consuming and cumbersome. For the …
However, evaluating compression index (C c) is time-consuming and cumbersome. For the …
Efficient Machine Learning Models for the Uplift Behavior of Helical Anchors in Dense Sand for Wind Energy Harvesting
L Wang, M Wu, H Chen, D Hao, Y Tian, C Qi - Applied Sciences, 2022 - mdpi.com
Helical anchors are widely used in engineering to resist tension, especially during offshore
wind energy harvesting, and their uplift behavior in sand is influenced by many factors …
wind energy harvesting, and their uplift behavior in sand is influenced by many factors …
Geopolymer-stabilized soils: influencing factors, strength development mechanism and sustainability
This paper presents the strength and micro-structural characteristics of high plasticity
expansive clay stabilized with ordinary Portland cement (OPC) and geopolymers …
expansive clay stabilized with ordinary Portland cement (OPC) and geopolymers …
Prediction on compression indicators of clay soils using XGBoost with Bayesian optimization
H Wu, Z Zhang, D Dias - Journal of Central South University, 2024 - Springer
The determination of the compressibility of clay soils is a major concern during the design
and construction of geotechnical engineering projects. Directly acquiring precise values of …
and construction of geotechnical engineering projects. Directly acquiring precise values of …
Correlations Between Geotechnical Design Parameters and Index Properties for Low-Plasticity Clays
YM Alshkane - Transportation Infrastructure Geotechnology, 2024 - Springer
This research aims to develop simple models to estimate the unconfined compressive
strength, modulus of elasticity, and plastic strain of low-plasticity clays using liquid limit …
strength, modulus of elasticity, and plastic strain of low-plasticity clays using liquid limit …