Identifying critical nodes in interdependent networks by GA-XGBoost

X Zhong, R Liu - Reliability Engineering & System Safety, 2024 - Elsevier
Once a critical node is destroyed, the interdependent network is prone to experience severe
cascading failure. Due to the coupling, traditional methods are challenging to apply to …

Higher-order interdependent percolation on hypergraphs

RR Liu, C Chu, F Meng - Chaos, Solitons & Fractals, 2023 - Elsevier
A fundamental concern on the robustness of hypergraphs lies in comprehending how the
failure of individual nodes affects the hyperedges they are associated with. To address the …

Improving the core resilience of real-world hypergraphs

MT Do, K Shin - Data Mining and Knowledge Discovery, 2023 - Springer
Interactions that involve a group of people or objects are omnipresent in practice. Some
examples include the list of recipients of an email, the group of co-authors of a publication …

Message-passing approach to higher-order percolation

H Peng, C Qian, D Zhao, M Zhong, J Han… - Physica A: Statistical …, 2024 - Elsevier
Hypergraph describes real-world networks widely because it captures pairwise and multiple
nodes' interactions. Various kinds of damages, such as network attacks, hardware …

[HTML][HTML] Estimating the relative importance of nodes in complex networks based on network embedding and gravity model

N Zhao, Q Liu, H Wang, S Yang, P Li, J Wang - Journal of King Saud …, 2023 - Elsevier
Identifying nodes that hold relative importance in complex networks is a burgeoning
research area. Previous studies have demonstrated the effectiveness of the gravity model in …

Robustness of higher-order interdependent networks

H Peng, Y Zhao, D Zhao, M Zhong, Z Hu, J Han… - Chaos, Solitons & …, 2023 - Elsevier
In recent years, the research of multilayer interdependent networks has become a hotspot in
complex networks. However, most of the study is limited to describing pairwise interactions …

Spontaneous recovery in random hypergraphs

H Peng, Z Kuang, D Zhao, B Zhang, C Qian… - … Journal of Nonlinear …, 2024 - pubs.aip.org
In many real-world phenomena, such as the reconstruction of disaster areas after an
earthquake or the stock market's recovery after an economic crisis, damaged networks are …

Robustness of directed higher-order networks

D Zhao, X Ling, X Zhang, H Peng, M Zhong… - … Journal of Nonlinear …, 2023 - pubs.aip.org
In complex systems, from human social networks to biological networks, pairwise
interactions are insufficient to express the directed interactions in higher-order networks …

Cascading failures on interdependent hypergraph

C Qian, D Zhao, M Zhong, H Peng, W Wang - … in Nonlinear Science and …, 2024 - Elsevier
Scientists are aware of the importance of studying interdependent networks, as they
represent real-world scenarios better than isolated networks, such as the interdependent …

Robustness of interdependent directed higher-order networks against cascading failures

D Zhao, X Ling, H Peng, M Zhong, J Han… - Physica D: Nonlinear …, 2024 - Elsevier
In the real world, directed networks are not just constructed as pairs of directed interactions,
but also occur in groups of three or more nodes that form the higher-order structure of the …