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Nonuniform data loss reconstruction based on time-series-specialized neural networks for structural health monitoring

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Volume 25, Issue 4, Page 2262-2286, July 2026.
Data loss has been a realistic challenge in structural health monitoring, impacting the normal evaluation of structural performance and making it difficult to detect unusual changes based on incomplete data sets. Nonuniform data loss, such as random ...