Has anyone ever used FCN (deeplearning) for one dimensional data in structural damage detection?

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Joyjit Chatterjee

FCNs have previously been applied towards Structural Health Monitoring. They are just like any other types of Deep Learning architectures, and can very well be used for Structural Damage Detection. Refer to Article Multi-class structural damage segmentation using fully convo...

where the authors apply FCNs towards this issue as a multi-class classification problem. Hope this helps.