Concrete Compressive Strength Prediction Using Combined Non-Destructive Methods: A Calibration Procedure Using Preexisting Conversion Models Based on …

G Angiulli, S Calcagno, F La Foresta… - Journal of Composites …, 2024 - search.proquest.com
Non-destructive testing (NDT) techniques are crucial in making informed decisions about
reconstructing or repairing building structures. The SonReb method, a combination of the …

[HTML][HTML] Effect of model architecture and input parameters to improve performance of artificial intelligence models for estimating concrete strength using SonReb

SA Alavi, M Noel - Engineering Structures, 2025 - Elsevier
Abstract The use of Artificial Intelligence (AI) with the non-intrusive SonReb method, which
combines Ultrasonic Pulse Velocity (UPV) and Rebound Number (RN) to predict concrete …

[HTML][HTML] Metaheuristic optimization of extreme gradient boosting machine for enhanced prediction of lateral strength of reinforced concrete columns under cyclic …

ND Hoang - Results in Engineering, 2024 - Elsevier
The estimation of lateral strength in reinforced concrete (RC) columns subjected to cyclic
loads is crucial in structural design. The failure of RC columns under lateral forces can lead …

Advanced machine learning techniques for predicting concrete mechanical properties: a comprehensive review of models and methodologies

F Li, MS Rana, MA Qurashi - Multiscale and Multidisciplinary Modeling …, 2025 - Springer
This review presents the application of machine learning (ML) techniques for predicting the
mechanical properties of concrete, addressing the limitations of traditional methods such as …

Artificial Intelligence Using FFNN Models for Computing Soil Complex Permittivity and Diesel Pollution Content

H Nimer, R Ismail, A Rawashdeh… - Civil Engineering …, 2024 - civilejournal.org
Soil pollution caused by hydrocarbons, such as diesel, poses significant risks to both human
health and the ecosystem. The evaluation of soil pollution and various soil engineering …

Developing an Artificial Intelligence Model for Estimating the Compressive Strength of Concrete Based on Combined Non-Destructive Test Results

SA Alavi - 2024 - ruor.uottawa.ca
The most important mechanical property of concrete for design and evaluation is its
compressive strength, which, for new structures, is typically determined by breaking …