A review on machine learning implementation for predicting and optimizing the mechanical behaviour of laminated fiber-reinforced polymer composites

SS Sorour, CA Saleh, M Shazly - Heliyon, 2024 - cell.com
Abstract The utilization of Machine Learning (ML) techniques in the analysis of the
mechanical behavior of fiber-reinforced polymers (FRP) has been increasingly applied in …

Predicting delamination in composite laminates through semi-analytical dynamic analysis and vibration-based quantitative assessment

J Wang, Z Chang, G Cao, SK Lai - Thin-Walled Structures, 2024 - Elsevier
Delamination is a frequent failure mode of laminated fiber-reinforced polymer (FRP)
composites structure in aeronautical and other industries, leading to changes in vibration …

Nonlinear modal responses of damaged shell structures: numerical prediction and experimental validation

V Kumar, SK Panda, M Dwivedi, SR Mahmoud… - AIAA Journal, 2023 - arc.aiaa.org
The nonlinear finite element (FE) modeling approach has been adopted to model and
predict the modal responses of the combined damaged (crack and delamination) layered …