877 citations · 2k across the 56 of their papers we have counts for
12 papers · 1 filter
Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge
Zhiyong Du, Yansha Deng, Weisi Guo +2
AI heralds a step-change in the performance and capability of wireless networks and other critical infrastructures. However, it may also cause irreversible environmental damage due…
Nonlinear Dynamic Models of Conflict via Multiplexed Interaction Networks
Gerardo Aquino, Weisi Guo, Alan Wilson
The risk of conflict is exasperated by a multitude of internal and external factors. Current multivariate analysis paints diverse causal risk profiles that vary with time. However,…
Quantifying Networked Resilience via Multi-Scale Feedback Loops in Water Distribution Networks
Alessio Pagani, Fanlin Meng, Guangtao Fu +2
Water distribution networks (WDNs) are one of the most important man-made infrastructures. Resilience, the ability to respond to disturbances and recover to a desirable state, is o…
Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes
Chengyao Sun, Weisi Guo
Wireless traffic prediction is a fundamental enabler to proactive network optimisation in beyond 5G. Forecasting extreme demand spikes and troughs due to traffic mobility is essent…
Common Statistical Patterns in Urban Terrorism
Weisi Guo
The underlying reasons behind modern terrorism are seemingly complex and intangible. Despite diverse causal mechanisms, research has shown that there exists general statistical pat…
Optimal Sampling of Water Distribution Network Dynamics using Graph Fourier Transform
Zhuangkun Wei, Alessio Pagani, Guangtao Fu +4
Water Distribution Networks (WDNs) are critical infrastructures that ensure safe drinking water. One of the major threats is the accidental or intentional injection of pollutants.…