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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Vydáno v:	Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) s. 122 - 129
Hlavní autoři:	Moreh, Fatahlla, Hasan, Yusuf, Rizvi, Zarghaam Haider, Wuttke, Frank, Tomforde, Sven
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 18.12.2024
Témata:	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
On-line přístup:	Získat plný text
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