Transformer-based Foundation Models for Vibration-based Structural Health Monitoring

Transformer-based masked autoencoders can be effectively used as foundation models for vibration-based structural health monitoring, outperforming state-of-the-art methods on anomaly detection and traffic load estimation tasks.