Temporal Network analysis with Julia SciML and DotProductGraphs
Many complex networks present a temporal nature, e.g. Social Networks, and their modelling is still an challenge. In this talk we’ll show how, in our research group, we use the Julia's SciML ecosystem to understand and predict the temporal evolution of networks. In particular, we'll present a new package DotProductGraphs.jl, that implements tools from the statistical theory of graph embedding (RDPG) to model temporal networks as dynamical systems.