For example, the libraries reported herein expand our previous study modeling the amide coupling reaction from 600 combinations of acids and amines calculated for modeling to enable virtual screening of over 32 million acid and amine combinations. Virtual screening is further expanded by these GNN models, which allow for the rapid prediction of condensed descriptors from a simple SMILES input for any user-designed compound.