Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique

Research article (Engineering Structures, 2024) · cited 34× · AI/ML
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Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique

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Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique is a scholarly article[1].

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  • Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique. Retrieved May 24, 2026, from https://4ort.xyz/entity/automatic-assessment-of-freeze-thaw-damage-in-concrete-structures-using-piezoelectric-based-active-sensing-approach-and-
MLA “Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/automatic-assessment-of-freeze-thaw-damage-in-concrete-structures-using-piezoelectric-based-active-sensing-approach-and-.
BibTeX @misc{4ortxyz_automatic-assessment-of-freeze-thaw-damage-in-concrete-structures-using-piezoelectric-based-active-sensing-approach-and-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique}}, year = {2026}, url = {https://4ort.xyz/entity/automatic-assessment-of-freeze-thaw-damage-in-concrete-structures-using-piezoelectric-based-active-sensing-approach-and-}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Automatic assessment of freeze-thaw damage in concrete structures using piezoelectric-based active sensing approach and deep learning technique — https://4ort.xyz/entity/automatic-assessment-of-freeze-thaw-damage-in-concrete-structures-using-piezoelectric-based-active-sensing-approach-and- (retrieved 2026-05-24)

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