Most of the approaches in this work were carried out using structures from PubChem, one of the largest databases for chemical structures. For large-scale training and analysis, the whole ZINC 15 database was used. PubChem was primarily selected because it publishes SMILES strings of chemical structures and their IUPAC names. PubChem contains IUPAC names systematically generated using the OpenEye Lexichem software .