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I got a copy of this nice research work written as a book chapter, Building Classes of Similar Chemical Elements from Binary Compounds and their Stoichiometries from its author, Guillermo Restrepo.

It is great to see chemistry research at the intersection of similarity-based classification studies.

Read it. It is a nice work!