Complex-network-based traffic network analysis and dynamics: A comprehensive review

M Zhang, T Huang, Z Guo, Z He - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
A traffic network can be viewed as a geometric graph with the nodes representing traffic
infrastructures and the edges standing for the links between these nodes. In order to reduce …

Networked knowledge and complex networks: An engineering view

J Lü, G Wen, R Lu, Y Wang… - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
Along with the development of information technologies such as mobile Internet, information
acquisition technology, cloud computing and big data technology, the traditional knowledge …

Percolation of heterogeneous flows uncovers the bottlenecks of infrastructure networks

H Hamedmoghadam, M Jalili, HL Vu, L Stone - Nature communications, 2021 - nature.com
Whether it be the passengers' mobility demand in transportation systems, or the consumers'
energy demand in power grids, the primary purpose of many infrastructure networks is to …

Reliability of the traffic network against cascading failures with individuals acting independently or collectively

J Duan, D Li, HJ Huang - Transportation research part C: emerging …, 2023 - Elsevier
The domino-like cascading failures may deteriorate traffic network reliability for both system
and users. As the microscopic origin of this dynamic process, route choice behavior should …

Traffic congestion propagation inference using dynamic Bayesian graph convolution network

S Luan, R Ke, Z Huang, X Ma - Transportation research part C: emerging …, 2022 - Elsevier
Congestion, whether recurrent or non-recurrent, propagates through the road network. The
process of congestion propagation from a particular road to its neighbors can be regarded …

Percolation-based dynamic perimeter control for mitigating congestion propagation in urban road networks

H Hamedmoghadam, N Zheng, D Li, HL Vu - Transportation research part …, 2022 - Elsevier
Perimeter control regulates the traffic flows between different regions of a road network by
coordinating the signal timings at region boundaries with the aim of improving the overall …

Modest flooding can trigger catastrophic road network collapse due to compound failure

S Dong, X Gao, A Mostafavi, J Gao - Communications Earth & …, 2022 - nature.com
Compound failures occur when urban flooding coincides with traffic congestion, and their
impact on network connectivity is poorly understood. Firstly, either three-dimensional road …

Quantifying the spatial homogeneity of urban road networks via graph neural networks

J Xue, N Jiang, S Liang, Q Pang, T Yabe… - Nature Machine …, 2022 - nature.com
Quantifying the topological similarities of different parts of urban road networks enables us to
understand urban growth patterns. Although conventional statistics provide useful …

[HTML][HTML] EXPOSED: An occupant exposure model for confined spaces to retrofit crowd models during a pandemic

E Ronchi, R Lovreglio - Safety science, 2020 - Elsevier
Crowd models can be used for the simulation of people movement in the built environment.
Crowd model outputs have been used for evaluating safety and comfort of pedestrians …

Identification, cost evaluation, and prioritization of urban traffic congestions and their origin

N Serok, S Havlin, E Blumenfeld Lieberthal - Scientific Reports, 2022 - nature.com
The increasing urbanization in the last decades results in significant growth in urban traffic
congestion around the world. This leads to enormous time people spent on roads and thus …