The compounds produced in these networks represent real chemical compounds with real chemical properties, and it was of interest to understand how real chemical reactions explore chemical property space for emergent behaviors (e.g., ). Energy minimization optimizations of output SMILES were carried out using OpenBabel . Physical and topological chemoinformatic descriptors were computed using DataWarrior . Two-dimensional descriptors were calculated and benchmarked using Mordred .