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A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks
Research article (Journal of Mechanical Science and Technology, 2024) · cited 14× · AI/ML
A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks
Summary
A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks is a scholarly article[1].
Key Facts
A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks's instance of is recorded as scholarly article[2].
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APA4ort.xyz Knowledge Graph. (2026). A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-novel-flaw-detection-approach-in-carbon-steel-pipes-through-ultrasonic-guided-waves-and-optimized-transformer-neural-n
MLA“A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-novel-flaw-detection-approach-in-carbon-steel-pipes-through-ultrasonic-guided-waves-and-optimized-transformer-neural-n.
BibTeX@misc{4ortxyz_a-novel-flaw-detection-approach-in-carbon-steel-pipes-through-ultrasonic-guided-waves-and-optimized-transformer-neural-n_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks}}, year = {2026}, url = {https://4ort.xyz/entity/a-novel-flaw-detection-approach-in-carbon-steel-pipes-through-ultrasonic-guided-waves-and-optimized-transformer-neural-n}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks — https://4ort.xyz/entity/a-novel-flaw-detection-approach-in-carbon-steel-pipes-through-ultrasonic-guided-waves-and-optimized-transformer-neural-n (retrieved 2026-05-24)
