Damage Detection in Historical Masonry Minarets using Machine Learning and Optimization-Based Structural Assessment

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This is a Quantitative Study study.

Cemile Duman; Kemal Haciefendi̇oğlu; Tekin Gültop; Ahmet Can Altunışık

doi:10.1142/s179343112550023x

September 19, 2025Journal of Earthquake and Tsunami

Damage Detection in Historical Masonry Minarets using Machine Learning and Optimization-Based Structural Assessment

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Key Points

Damage detection techniques improve the structural assessment of historical masonry minarets, enhancing safety against earthquakes.
Utilizing machine learning, this approach offers a sophisticated method for analyzing the integrity of masonry structures.
The optimization process enhances the detection signal, potentially reducing missed structural issues in historical buildings.
This innovative method highlights the role of machine learning in preserving cultural heritage through effective structural evaluations.

Implication

This analysis demonstrates damage detection in historical masonry structures using machine learning, suggesting improved assessment techniques for earthquake resilience.

Abstract

Journal of Earthquake and TsunamiAccepted Papers No AccessDamage Detection in Historical Masonry Minarets using Machine Learning and Optimization-Based Structural AssessmentCemile Duman, Kemal Haciefendioglu, Tekin Gultop, and Ahmet Can AltunisikCemile Duman, Kemal Haciefendioglu Search for more papers by this author , Tekin Gultop Search for more papers by this author , and Ahmet Can Altunisikhttps://orcid.org/0000-0002-2638-2903 Search for more papers by this author https://doi.org/10.1142/S179343112550023XCited by:0 (Source: Crossref) Next AboutSectionsPDF/EPUB ToolsAdd to favoritesDownload CitationsTrack CitationsRecommend to Library ShareShare onFacebookTwitterLinked InRedditEmail FiguresReferencesRelatedDetails Recommended Accepted Papers Metrics History Received 24 April 2025 Accepted 13 September 2025 PDF download

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Cite This Study

Duman et al. (2025) studied this question.

synapsesocial.com/papers/68d475a031b076d99fa6de7f https://doi.org/10.1142/s179343112550023x

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Damage Detection in Historical Masonry Minarets using Machine Learning and Optimization-Based Structural Assessment

Key Points

Implication

Abstract

Discussion

Cite This Study

Damage Detection in Historical Masonry Minarets using Machine Learning and Optimization-Based Structural Assessment

Key Points

Implication

Abstract

Discussion

Cite This Study

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