“…Polarizability, highest occupied molecular orbital (HOMO), and lowest unoccupied molecular orbital (LUMO) energies, which do not rely on common substructures, were also collected. Lastly, this set was expanded to include descriptors like IR vibrations, bond distances, and angles that have proven well-equipped to describe similar reaction components. , Solvent effects were described by topological, two-dimensional descriptors typically employed for QSAR modeling of structurally disparate molecules (e.g., molecular shape, size, and the number of heteroatoms). To generate mechanistically meaningful relationships between the descriptors and the experimentally determined enantioselectivity, the data set was categorized by iminium (Type I, +ve ee or Type II, −ve ee) and nucleophile orientation (nucleophile carbon to the right +ve ee or left −ve).…”