185 citations · 185 across the 7 of their papers we have counts for
4 papers · 1 filter
ResiliFlow: An Open Transport World Model for Infrastructure Perception and Disaster Resilience
Junxiang Xu, Vinayak Dixit, S. Travis Waller +9
Transport resilience work is often split across separate data preparation scripts, network models, simulation tools, image inspection systems and reports. This fragmentation makes…
Data-driven identification of critical links in transport networks using quantum annealing
Junxiang Xu, Chence Niu, Tingting Zhang +2
In urban transport systems, time-varying demand and network conditions cause the importance of infrastructure elements to evolve, requiring the identification of period-specific cr…
Quantum optimisation in cities: Limitations and prospects of urban transport systems
Junxiang Xu, Chence Niu, Divya Jayakumar Nair +1
Recently, quantum computing has gained attention in urban studies as a tool for complex transport planning problems, but its role remains unclear. This paper reviews quantum comput…
Quantum Optimisation for Transport Vulnerability Identification
Junxiang Xu, Chence Niu, Divya Jayakumar Nair +1
Transport network vulnerability analysis plays a crucial role in safeguarding urban resilience. Traditional vulnerability identification approaches have provided valuable insights,…