Alejandro Jiménez Rios

Synthetic Data Generation for the Prototyping of Bridge Damage Detection Algorithms

The application of Machine Learning (ML) to bridge Structural Health Monitoring (SHM) is constrained by a lack of diverse and labelled datasets. Obtaining high-quality training data from operational infrastructure is inherently difficult because critical assets are typically repaired immediately upon the detection of d...