Artificial intelligence in environmental monitoring: in-depth analysis

E Alotaibi, N Nassif - Discover Artificial Intelligence, 2024 - Springer
This study provides a comprehensive bibliometric and in-depth analysis of artificial
intelligence (AI) and machine learning (ML) applications in environmental monitoring, based …

AI-driven prediction of tunneling squeezing: comparing rock classification systems

ZA Al-Sadoon, E Alotaibi, M Omar, MG Arab… - Geotechnical and …, 2024 - Springer
Understanding tunneling-induced ground deformation, particularly squeezing behavior, is
crucial for safe and efficient underground construction. This study employs Artificial Neural …

The use of polyurethane foam-sand mixtures in sandy embankment design-predicting seismic response using FEM, catastrophe theory, B-spline method, and artificial …

O Mughieda, A Namdar, W Nie - Heliyon, 2024 - cell.com
High-permeability sand cannot control the water that is stored behind an embankment. In
addition, if clay cannot be provided within a reasonable distance of the embankment …

[HTML][HTML] Natural soils' shear strength prediction: A morphological data-centric approach

M Omar, MG Arab, E Alotaibi, KA Alshibli… - Soils and …, 2024 - Elsevier
The deformation characteristics and constitutive behavior of granular materials under normal
forces acting on particles are dependent on the geometry of the grain structure, fabrics and …

[HTML][HTML] Explainable Artificial Intelligence Visions on Incident Duration Using eXtreme Gradient Boosting and SHapley Additive exPlanations

K Hamad, E Alotaibi, W Zeiada, G Al-Khateeb… - Multimodal …, 2025 - Elsevier
Efficient management of traffic incidents is a focal point in traffic management, with direct
implications for road safety, congestion, and the environment. Traditional models have …

Guest editorial for the special issue on “Recent Advances in Ground Engineering”

A Assadi-Langroudi, KÖ Çetin, NC Consoli… - International Journal of …, 2023 - Springer
The built environment heavily relies on the performance and stability of its underpinning
geotechnical structures. The ageing of existing geotechnical structures alongside with the …

[HTML][HTML] Multi-Objective Optimization for Controlling Conflicts in Roadway Surrounding Rock Induced by Floor Stress-Relief Groove

Y Qin, Y Sun, G Li, J Li, S Yang, E Chen, C Zhang - Applied Sciences, 2024 - mdpi.com
This paper studies the effectiveness of the stress-relief groove on the floor of deep coal
roadway and determines the influence of the stress-relief groove parameters on the …

Enhanced Bearing Capacity Prediction Using Hybrid Tree-Based Ensemble Learning with Advanced Meta-Heuristic Optimization

AS Ibrahim, A Idris, IH Umar, H Lin… - Engineering Research …, 2025 - iopscience.iop.org
The accurate prediction of soil bearing capacity remains a critical challenge in geotechnical
engineering, particularly given the complex non-linear relationships between soil properties …

Behavior of Sand Specimens Subjected to Cyclic Loads under Drained and Undrained Conditions in Variable Loading Amplitudes.

VH Nguyen, DT Pham - Jordan Journal of Civil …, 2024 - search.ebscohost.com
Dynamic loads with different magnitudes cause shear stress and strain in the soil and
increase the pore water pressure, reducing soil strength and leading to structural failure …