DrJi-Eun Byun

My research develops computationally efficient methods for quantifying reliability, resilience, and risk in complex infrastructure systems under uncertainty, with the broader aim of embedding uncertainty quantification and decision-support into everyday infrastructure decision-making. Methodologically, my research centres on Bayesian network, system reliability methods, and reliabiltiy-based optimisation, with interests in general machine learning and artificial methods.