(Computationally) finding similarity between two organic compounds
Using graphs to represent molecules, would it be reasonable to compute the distance between graphs A and B?

In a graph representation of a molecule, nodes are atoms and edges are bonds. 

Example of an algorithm to compute distance between graphs: http://www.xavierdupre.fr/app/mlstatpy/helpsphinx/c_graph/graph_distance.html