4 citations · 7 across the 5 of their papers we have counts for
5 papers
Neural Network Approximation of Graph Fourier Transforms for Sparse Sampling of Networked Flow Dynamics
Alessio Pagani, Zhuangkun Wei, Ricardo Silva +1
Infrastructure monitoring is critical for safe operations and sustainability. Water distribution networks (WDNs) are large-scale networked critical systems with complex cascade dyn…
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.…
High-dimensional Metric Combining for Non-coherent Molecular Signal Detection
Zhuangkun Wei, Weisi Guo, Bin Li +2
In emerging Internet-of-Nano-Thing (IoNT), information will be embedded and conveyed in the form of molecules through complex and diffusive medias. One main challenge lies in the l…
Sequential Bayesian Detection of Spike Activities from Fluorescence Observations
Zhuangkun Wei, Bin Li, Weisi Guo +2
Extracting and detecting spike activities from the fluorescence observations is an important step in understanding how neuron systems work. The main challenge lies in that the comb…
Optimal Sampling for Dynamic Complex Networks with Graph-Bandlimited Initialization
Zhuangkun Wei, Bin Li, Weisi Guo
Many engineering, social, and biological complex systems consist of dynamical elements connected via a large-scale network. Monitoring the network's dynamics is essential for a var…