2 papers
cs.LG2026
Uncertainty-aware damage identification in short-span bridges via physics-informed variational autoencoder
Ana Fernandez-Navamuel, A. Javier Omella, Diego Zamora-Sanchez +1
Vibration-based damage identification in civil infrastructure is a challenging, ill-posed inverse problem due to measurement noise, sparse sensor arrays, and environmental variabil…
cs.CE2025
A Copula-based variational autoencoder for uncertainty quantification in inverse problems: application to damage identification in an offshore wind turbine
Ana Fernandez-Navamuel, Martin Alberto Diaz Viera, Matteo Croci
Structural Health Monitoring of Floating Offshore Wind Turbines (FOWTs) is critical for ensuring operational safety and efficiency. However, identifying damage in components like m…