Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

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 …

The dynamic nature of percolation on networks with triadic interactions

H Sun, F Radicchi, J Kurths, G Bianconi - Nature Communications, 2023 - nature.com
Percolation establishes the connectivity of complex networks and is one of the most
fundamental critical phenomena for the study of complex systems. On simple networks …

Topological deep learning: Going beyond graph data

M Hajij, G Zamzmi, T Papamarkou, N Miolane… - arxiv preprint arxiv …, 2022 - arxiv.org
Topological deep learning is a rapidly growing field that pertains to the development of deep
learning models for data supported on topological domains such as simplicial complexes …

Structure and function in artificial, zebrafish and human neural networks

P Ji, Y Wang, T Peron, C Li, J Nagler, J Du - Physics of Life Reviews, 2023 - Elsevier
Network science provides a set of tools for the characterization of the structure and
functional behavior of complex systems. Yet a major problem is to quantify how the structural …

Dimension reduction in higher-order contagious phenomena

S Ghosh, P Khanra, P Kundu, P Ji, D Ghosh… - … Journal of Nonlinear …, 2023 - pubs.aip.org
We investigate epidemic spreading in a deterministic susceptible-infected-susceptible
model on uncorrelated heterogeneous networks with higher-order interactions. We provide …

Focus on the disruption of networks and system dynamics

P Ji, J Nagler, M Perc, M Small, J **ao - Chaos: An Interdisciplinary …, 2024 - pubs.aip.org
Networks are designed to ensure proper functioning and sustained operability of the
underlying systems. However, disruptions are generally unavoidable. Internal interactions …

A network analysis of external shocks on the dynamics and resilience of the global staple food trade

X Li, H Wang, A Kharrazi, BD Fath, G Liu, G Liu, Y **ao… - Food Security, 2024 - Springer
International food trade plays a crucial role in enhancing global food security by connecting
regions with diverse agricultural capabilities and resource endowments. This study employs …

Numerical study of the influence of multiple parameters on hang-ups: Insight from a structural and mechanical characteristics analysis

H Sun, L Zhao, L Wei, J Jia, S Zhou - Rock Mechanics and Rock …, 2024 - Springer
To understand the hang-up characteristics of caved ore and rock in caving mining under
different macro factors, and to provide better guidance for drawpoint layout design and hang …

[HTML][HTML] Graph theoretical analysis of limestone fracture network damage patterns based on uniaxial compression test

M Wang, C Wang, E Wang, X Liu, X Li - Journal of Rock Mechanics and …, 2024 - Elsevier
The topological attributes of fracture networks in limestone, subject to intense
hydrodynamics and intricate geological discontinuities, substantially influence the …