Classification of adhesive bonding between thermoplastic composites using ultrasonic testing aided by machine learning

J Li, K Gopalakrishnan, G Piao, R Pacha… - International Journal of …, 2023 - Elsevier
Adhesive bonding is widely used for joining light weight structures and surface preparation
methods play a significant role in improving the bonding quality. Bond quality assessment of …

[HTML][HTML] Unsupervised machine learning for flaw detection in automated ultrasonic testing of carbon fibre reinforced plastic composites

V Tunukovic, S McKnight, R Pyle, Z Wang, E Mohseni… - Ultrasonics, 2024 - Elsevier
Abstract The use of Carbon Fibre Reinforced Plastic (CFRP) composite materials for critical
components has significantly surged within the energy and aerospace industry. With this …

Image enhancement methods for inspection of planar and non-planar FRP structures using a noise-based microwave NDT inspection system

MD Navagato, RM Narayanan - NDT & E International, 2025 - Elsevier
Microwave nondestructive testing (MNDT) includes inspection techniques that assess a
particular material's health status using low-power and contactless inspection systems. In …

Advancements in Machine Learning in Sensor Systems: Insights from Sensys-ML and TinyML Communities

P Yadav - 2024 IEEE 3rd Workshop on Machine Learning on …, 2024 - ieeexplore.ieee.org
The integration of machine learning (ML) algorithms with edge sensor systems has
fundamentally transformed numerous industries. This convergence empowers real-time data …

Physics and Deep Learning in Computational Wave Imaging

Y Lin, S Feng, J Theiler, Y Chen, U Villa, J Rao… - arXiv preprint arXiv …, 2024 - arxiv.org
Computational wave imaging (CWI) extracts hidden structure and physical properties of a
volume of material by analyzing wave signals that traverse that volume. Applications include …

[PDF][PDF] Undercomplete Autoencoder for dimensional reduction applied to Pulsed thermography

S Ebrahimi, JR Fleuret, C Ibarra-Castanedo, M Klein… - ndt.net
Non-destructive testing and evaluation techniques are essential in structural health
monitoring and safety control in industry and aerospace. Among the different NDT …