Browsing School of Engineering by Author "Hamida, Zachary"
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Bayesian neural networks for large-scale infrastructure deterioration models
ICASP14; Hamida, Zachary; Fakhri, Said Ali; Goulet, James (2023)State-space models (SSM) have been shown to be effective at modelling structural deterioration of transportation infrastructure based on visual inspections. The SSM approach was recently coupled with kernel regression (KR) ... -
Maintenance Planning for Bridges using Hierarchical Reinforcement Learning
ICASP14; Hamida, Zachary; Goulet, James-A. (2023)The planning of interventions on transportation infrastructures commonly faces multiple challenges, mainly relating to complexity and scale [1]. Those challenges stem from the uncertainties surrounding infrastructures ...