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 …

Fundamental constraints to the logic of living systems

R Solé, CP Kempes, B Corominas-Murtra… - Interface …, 2024 - royalsocietypublishing.org
It has been argued that the historical nature of evolution makes it a highly path-dependent
process. Under this view, the outcome of evolutionary dynamics could have resulted in …

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 …

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 …

Inconsistency among evaluation metrics in link prediction

Y Bi, X Jiao, YL Lee, T Zhou - PNAS nexus, 2024 - academic.oup.com
Link prediction is a paradigmatic and challenging problem in network science, which aims to
predict missing links, future links and temporal links based on known topology. Along with …

TSoSRA: A task-oriented resilience assessment framework for system-of-systems

R Xu, J Liu, J Li, K Yang, E Zio - Reliability Engineering & System Safety, 2024 - Elsevier
Abstract System-of-systems (SoS) are inevitably subject to disturbances during task
execution, and resilience is a key factor for SoS damage and recovery. System-of-systems …

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 …

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 …

Methylisothiazolinone modulates community assembly and improves syntrophic cooperation via adaptive evolution during sludge anaerobic digestion

S Fang, Q Wu, Z Wei, W Cao, S Cheng, D Wang… - Chemical Engineering …, 2024 - Elsevier
Various antimicrobials could pose multifaced threats to anaerobic digestion (AD) of waste-
activated sludge (WAS), yet it is still unclear how antimicrobials would affect the metabolic …

Systematic Risks of the Global Lithium Supply Chain Network: From Static Topological Structures to Cascading Failure Dynamics

X Ouyang, L Liu, W Chen, C Wang, X Sun… - Environmental …, 2024 - ACS Publications
Recent years have seen increasing concerns on supply chain risks of lithium, a critical
material for achieving e-mobility transition and climate ambitions. These risks propagate …