  We study in how far it is possible to reconstruct a graph from various Banach
algebras associated to its universal covering, and extensions thereof to
quantum statistical mechanical systems. It turns out that most the boundary
operator algebras reconstruct only topological information, but the statistical
mechanical point of view allows for complete reconstruction of multigraphs with
minimal degree three.
