Soodeh Asgari

Uncertainty-aware prediction of asphalt pavement roughness using probabilistic machine learning

Accurate prediction of asphalt pavement deterioration is critical for data-driven infrastructure asset management. However, conventional data-driven models commonly provide deterministic estimates, offering limited insight into prediction confidence. This limitation restricts the...