Introduction Alright so you have a list of geocoordinates (for example maybe street sensors) and you want to create an adjacency matrix to feed into your PyTorch or Tensorflow GCN model such as the ...

A gentle introduction to Graph Neural Networks in Pytorch Geometric. Teaching material for machine learning on graphs' lectures and lab. sessions held for the i) Social Network Analysis course, Master ...

This paper studies the relationship between a graph neural network (GNN) and a manifold neural network (MNN) when the graph is constructed from a set of points sampled from the manifold, thus encoding ...

Industrial Internet of Things (IIoT) empowers smart manufacturing by enabling real-time data collection, analysis, and optimization. Wire arc additive manufacturing (WAAM), as a smart manufacturing ...