Wave-Based Neural Network with Attention Mechanism for Damage Localization in Materials

Cracks are omnipresent in materials and lead to billions of dollars in losses annually due to catastrophic and spectacular failures. Nondestructive wave-based methods are used to identify cracks, but these methods are cumbersome and require experts, leading to limited investigation. This research pr...

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Bibliographic Details

Published in:	Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) pp. 122 - 129
Main Authors:	Moreh, Fatahlla, Hasan, Yusuf, Rizvi, Zarghaam Haider, Wuttke, Frank, Tomforde, Sven
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.12.2024
Subjects:	Accuracy attention mechanism Attention mechanisms Complexity theory Data models Deep learning Dense-Structure Location awareness Neural networks Numerical models Optimization Predictive models seismic wave Training
ISSN:	1946-0759
Online Access:	Get full text
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