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Author

E. Tronci

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Open access Aug 2026

NOI-POMDP: A Noise-Explicit POMDP Framework for Structural Health Monitoring

Structural Health Monitoring (SHM) aims to enhance infrastructure reliability by reducing unnecessary inspections, minimizing downtime, and preventing failures. However, noise in sensor data remains a persistent challenge, often arising from sensor degradation, environmental variability, or transmission errors. This no...

Junyi Li, E. Tronci · 0 citations
Open access Aug 2026

Physics-Informed Neural Network Framework for Input Load Estimation and Virtual Sensing of Offshore Wind Turbines

Recent advances in Physics-Informed Neural Networks (PINNs) have opened new possibilities for integrating structural dynamics and data-driven learning in Structural Health Monitoring (SHM). This work presents a physics-informed framework for input load estimation and virtual sensing of offshore wind turbine support str...

Azin Mehrjoo, E. Tronci, Babak Moaveni · 0 citations

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