Fig. 1

Overview of the algorithm’s workflow. A Example of a chemical reaction and its Reaction SMILES with and without atom mapping. B Ugi transformation matrix of an example reaction with classification. C Extraction of functional groups, rings, and scaffolds from reactants and products. D Suggestion of reaction conditions based on the reaction class, scaffold, and functional groups