I would like to know whether there are known constructions which provide a bijection between loops (isomorphism classes) and (possibly directed) graphs. Any reference to a useful paper in this direction will be appreciated.
Searching combinations of words "graphs, loops, representation, bijection" the hits contain too many irrelevant links, so I get staked. Thank you in advance for any help.