  Clustering by projection has been proposed as a way to preserve network
structure in linear multi-agent systems. Here, we extend this approach to a
class of nonlinear network systems. Additionally, we generalize our clustering
method which restores the network structure in an arbitrary reduced-order model
obtained by projection. We demonstrate this method on a number of examples.
