projects

research projects, tools, and open-source software.

bayesian structural health monitoring

2025

a framework for probabilistic damage detection in bridge structures using gaussian process models. the approach quantifies epistemic uncertainty in damage predictions, enabling risk-informed maintenance scheduling.

gaussian processesshmbayesian inference