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Author

Omar Sebastián Muñoz Merino

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Open access Oct 2026

Automated Concrete Structural Damage Classification via Transfer Learning Ensembles and Explainable AI: A Multi-Dataset Validation Study

Maintaining the structural integrity of concrete infrastructure is vital for public safety, yet conventional visual inspections remain subjective, costly and difficult to scale. This study reports a controlled benchmark of transfer-learning classifiers for patch-level binary crack detection on concrete surfaces, togeth...

Hernán Patricio Moyano-Ayala, Omar Sebastián Muñoz Merino, Diego Fernando Mayorga-Pérez et al. · 0 citations

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