[HTML][HTML] A systematic review and meta-analysis of artificial neural network, machine learning, deep learning, and ensemble learning approaches in field of …

E Yaghoubi, E Yaghoubi, A Khamees… - Neural Computing and …, 2024 - Springer
Artificial neural networks (ANN), machine learning (ML), deep learning (DL), and ensemble
learning (EL) are four outstanding approaches that enable algorithms to extract information …

Pile length estimation based on guided wave theory and dispersion analysis for reuse of foundations

S Cui, H Liu, P Maghoul - International Journal of Solids and Structures, 2023 - Elsevier
The construction of new structures on existing pile foundations can significantly reduce the
overall project costs. The reuse of foundations requires information on the embedded depth …

Developing an advanced ANN-based approach to estimate compaction characteristics of highway subgrade

X Wang, X Dong, J Li, Z Zhang, J Zhang… - Advanced Engineering …, 2023 - Elsevier
The current methodology of assessing the compaction characteristic of subgrade fillers is
time-consuming. The spot-sampling method and the following laboratory tests bring bias to …

A single-sensor system for length estimation of unknown piles using guided waves

S Cui, P Maghoul - Mechanical Systems and Signal Processing, 2023 - Elsevier
The practice of reusing unknown foundations in construction projects involves using existing
foundations, even though there may be limited knowledge about their geometric and …

Guided wave and genetic algorithm-based inversion for characterization of pile foundations

S Cui, P Maghoul - Automation in Construction, 2023 - Elsevier
The characterization of geometric and mechanical properties is of great importance for the
reuse of unknown foundations. In this paper, we propose a pile characterization method to …

Laplace Transform based analysis of Markov process driven queues

SAD Almousa - 2022 - search.proquest.com
The thesis addresses a Laplace Transform (LT) based analysis of Markov process driven
queues. The provided analysis can model various service demand systems, for example …