Multiplex networks in resilience modeling of critical infrastructure systems: A systematic review

Y Wang, O Zhao, L Zhang - Reliability Engineering & System Safety, 2024 - Elsevier
Modeling the effect of extreme events on multiple interdependent critical infrastructure
systems (CIS) simultaneously is essential for improving their resilience. To uncover CIS …

Reconstruction of multiplex networks via graph embeddings

D Kaiser, S Patwardhan, M Kim, F Radicchi - Physical Review E, 2024 - APS
Multiplex networks are collections of networks with identical nodes but distinct layers of
edges. They are genuine representations of a large variety of real systems whose elements …

Dynamics-based reconstruction of the multilayer structure from an aggregated network

A Zhang, Y Fan, Z Di, A Zeng - Chaos, Solitons & Fractals, 2023 - Elsevier
Multi-type interactions are common in complex systems. In many cases, we can only
observe whether there is a link between two individuals without knowing the type of the link …

Enhancing the robustness of interdependent networks by positively correlating a portion of nodes

Y Liang, M Qi, Q Huangpeng, L Yan… - New Journal of …, 2024 - iopscience.iop.org
Cascading failures caused by interdependencies make modern coupled systems extremely
fragile to failures. In existing network robustness enhancing methods, maximizing interlayer …

Multiplex reconstruction with partial information

D Kaiser, S Patwardhan, F Radicchi - Physical Review E, 2023 - APS
A multiplex is a collection of network layers, each representing a specific type of edges. This
appears to be a genuine representation of many real-world systems. However, due to a …

Reconstructing Sparse Multiplex Networks with Application to Covert Networks

JZ Yu, M Wu, G Bichler, F Aros-Vera, J Gao - Entropy, 2023 - mdpi.com
Network structure provides critical information for understanding the dynamic behavior of
complex systems. However, the complete structure of real-world networks is often …