Machine learning-based screening of Mn-PNP catalysts for the CO2 reduction reaction using a region-wise ligand-encoded feature matrix

The table of contents entry represents the use of machine learning to find suitable Mn-based aromatic PNP catalysts for the CO 2 reduction reaction to HCOOH and CH 3 OH.