Artificial Intelligence for Complex Network: Potential, Methodology and Application

J Ding, C Liu, Y Zheng, Y Zhang, Z Yu, R Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Complex networks pervade various real-world systems, from the natural environment to
human societies. The essence of these networks is in their ability to transition and evolve …

Assessing resiliency in scale-free supply chain networks: a stress testing approach based on entropy measurements and value-at-risk analysis

M Khakifirooz, M Fathi, A Dolgui… - International Journal of …, 2024 - Taylor & Francis
Supply chain (SC) resiliency and risk management have garnered increasing attention
recently. While several studies have explored the use of scale-free network models to …

Dynamical rewiring promotes synchronization in memristive FitzHugh-Nagumo neuronal networks

X Hu, Q Ding, Y Wu, W Huang, L Yang, Y Jia - Chaos, Solitons & Fractals, 2024 - Elsevier
Dynamical rewiring widely exists in complex systems, however the impact of dynamical
rewiring in the synchronization of neural systems is currently unknown. In this paper, we use …

Dimension reduction approach for understanding resource-flow resilience to climate change

A Salgado, Y He, J Radke, AR Ganguly… - Communications …, 2024 - nature.com
Networked dynamics are essential for assessing the resilience of lifeline infrastructures. The
dimension-reduction approach was designed as an efficient way to map the high …

The role of link redundancy and structural heterogeneity in network disintegration

B Dai, J Mou, S Tan, M Cai, F Liljeros, X Lu - Expert Systems with …, 2024 - Elsevier
While link redundancy has long been acknowledged as a critical factor in network
robustness, current approaches frequently neglect the inherent heterogeneity of structure …

Setting a double-capacitive neuron coupled with Josephson junction and piezoelectric source

Y Chen, F Yang, G Ren, C Wang - Cognitive Neurodynamics, 2024 - Springer
Perception of voice means acoustic electric conversion in the auditory system, and changes
of external magnetic field can affect the neural activities by taming the channel current via …

Dynamics of competing public sentiment contagion in social networks incorporating higher-order interactions during the dissemination of public opinion

N Ma, G Yu, X Jin - Chaos, Solitons & Fractals, 2024 - Elsevier
The escalating intricacies of public interactions on social media have markedly intensified
the challenges associated with public opinion management. This investigation delves into …

Unveiling serotonergic dysfunction of obsessive-compulsive disorder on prefrontal network dynamics: a computational perspective

L Yin, Y Yu, F Han, Q Wang - Cerebral Cortex, 2024 - academic.oup.com
Abstract Serotonin (5-HT) regulates working memory within the prefrontal cortex network,
which is crucial for understanding obsessive-compulsive disorder. However, the …

[HTML][HTML] How do the eigenvalues of the Laplacian matrix affect route to synchronization patterns?

K Rajagopal, S He, H Natiq, A Bayani, F Nazarimehr… - Physics Letters A, 2024 - Elsevier
In cluster synchronization, network nodes are divided into synchronized groups before the
whole network gets synchronized. This phenomenon is crucial in understanding the …

Navigating the Web of Disinformation and Misinformation: Large Language Models as Double-Edged Swords

SB Shah, S Thapa, A Acharya, K Rauniyar… - IEEE …, 2024 - ieeexplore.ieee.org
This paper explores the dual role of Large Language Models (LLMs) in the context of online
misinformation and disinformation. In today's digital landscape, where the internet and social …