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Laser-induced graphene as an embedded sensor for impact damage in composite structures assisted by machine learning

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Volume 25, Issue 3, Page 1524-1540, May 2026.
Laser-induced graphene (LIG) enables the creation of cost-effective sensing devices via one-step laser scribing on organic substrates. This work aims to demonstrate the feasibility of LIG as an embedded damage sensor in structural composite materials. LIG ...