3 papers
physics.soc-ph2026
Assessing flood-conditioned power dependency of urban rail transit and its effects on resilience under climate change
Wei Bi, Bryan T. Adey, Jürgen Hackl
Urban rail transit (URT) faces increasing flood risk while relying on traction power systems whose failures can trigger cascading disruption. Existing studies on URT flood resilien…
cs.LG2019
Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders
Manuel Arias Chao, Bryan T. Adey, Olga Fink
Data-driven fault diagnostics of safety-critical systems often faces the challenge of a complete lack of labeled data associated with faulty system conditions (i.e., fault types) a…
physics.soc-ph2016
Generation of Spatially Embedded Random Networks to Model Complex Transportation Networks
Jürgen Hackl, Bryan T. Adey
Random networks are increasingly used to analyse complex transportation networks, such as airline routes, roads and rail networks. So far, this research has been focused on describ…