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Mrs.B.Moohambigai, S.Krishna Kumar, I.Sayed Arman, T.Thangaraj, S.Azizbasha

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#graph neural networks Open access Oct 2026

AI-Driven Hull Defect Evolution Prediction: A Hybrid Physics-Informed Deep Learning Framework for Maritime Structural Health Monitoring

Ship hulls operate under repeated wave impact, changing loading conditions, and prolonged exposure to seawater. Over years of service, these effects can produce corrosion, local pitting, and fatigue cracks in important structural members. In practice, hull condition is still assessed largely through scheduled drydock s...

Mrs.B.Moohambigai, S.Krishna Kumar, I.Sayed Arman, T.Thangaraj, S.Azizbasha · 0 citations

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