Dr. Nourhan Bachir Successfully Defends Her PhD on AI-Driven Criticality in Urban Traffic Networks
On September 18, 2025, Dr. Nourhan Bachir defended her PhD thesis, “Criticality as a Learnable Property: Scalable AI Techniques for Critical Link Analysis in Urban Traffic Networks”, supervised by Roland Billen (ULiège) and Chamseddine Zaki (AUM). Her work redefines road-link criticality as a learnable property, introducing scalable AI and spatial analysis methods to enhance urban mobility resilience.
GeoScITY Lab and the University of Liège warmly congratulate Dr. Bachir on this remarkable achievement.


