81 citations · 110 across the 4 of their papers we have counts for
4 papers
Improving Urban Flood Prediction using LSTM-DeepLabv3+ and Bayesian Optimization with Spatiotemporal feature fusion
Zuxiang Situ, Qi Wang, Shuai Teng +4
Deep learning models have become increasingly popular for flood prediction due to their superior accuracy and efficiency compared to traditional methods. However, current machine l…
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…
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.…
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization
Ke Li, Renzhi Chen, Guangtao Fu +1
When solving constrained multi-objective optimization problems, an important issue is how to balance convergence, diversity and feasibility simultaneously. To address this issue, t…