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Ruihao Liu

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#artificial intelligence Open access Oct 2026

Physics-informed deep learning for few-shot damage localization in carbon fiber reinforced polymer composites under thermal variations

Guided wave (GW)-based damage localization in carbon fiber reinforced polymer (CFRP) composites is fundamentally challenged by thermal variations and sparse sensor configurations, which induce severe baseline distortions and imaging artifacts. Traditional physical algorithms suffer from geometric ambiguity, while purel...

Menghan Zhang, Ruihao Liu, Along Du et al. · 0 citations

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