A novel method for segmentation of titanium microtexture regions via sensor data fusion

J Wertz, L Homa, M Cherry, S O'Rourke… - Materials …, 2024 - Elsevier
The current nondestructive inspection paradigm of mono-modal testing and signal-over-
threshold call criteria is insufficient for characterization of microtexture regions in titanium …

A multimodal fusion-based autoencoder for nondestructive evaluation of aircraft structures

Y Fan, R Rayhana, Y Cao… - NDE 4.0, Predictive …, 2023 - spiedigitallibrary.org
The effects of the lightning strike on composite aircraft structures have been an active
research area in the aviation industry, given the concern over safe aircraft operations. To …

Extended datasets for multi-scale mixed modality microstructure assessment of titanium

J Wertz, M Cherry, L Homa… - … Fusion, and Target …, 2023 - spiedigitallibrary.org
The sensors used for nondestructive evaluation (NDE) play a crucial role in ensuring aircraft
availability. The current NDE paradigm often relies on mono-modal testing and signal-over …

Automated Registration of Titanium Metal Imaging of Aircraft Components Using Deep Learning Techniques

NA Johnston - 2023 - scholar.afit.edu
Studies have shown a connection between early catastrophic engine failures with
microtexture regions (MTRs) of a specific size and orientation on the titanium metal engine …