136 citations · 140 across the 4 of their papers we have counts for
4 papers
WaveletInception Networks for on-board Vibration-Based Infrastructure Health Monitoring
Reza Riahi Samani, Alfredo Nunez, Bart De Schutter
This paper presents a deep learning framework for analyzing on board vibration response signals in infrastructure health monitoring. The proposed WaveletInception-BiGRU network use…
A Bidirectional Long Short Term Memory Approach for Infrastructure Health Monitoring Using On-board Vibration Response
R. R. Samani, A. Nunez, B. De Schutter
The growing volume of available infrastructural monitoring data enables the development of powerful datadriven approaches to estimate infrastructure health conditions using direct…
Physics-informed neural networks for solving forward and inverse problems in complex beam systems
Taniya Kapoor, Hongrui Wang, Alfredo Nunez +1
This paper proposes a new framework using physics-informed neural networks (PINNs) to simulate complex structural systems that consist of single and double beams based on Euler-Ber…
A real-time distributed post-disaster restoration planning strategy for distribution networks
Jianfeng Fu, Alfredo Nunez, Bart De Schutter
After disasters, distribution networks have to be restored by repair, reconfiguration, and power dispatch. During the restoration process, changes can occur in real time that devia…