Quantitative structure-activity relationships of ruthenium catalysts for olefin metathesis

A quantitative structure-activity relationship (QSAR) model is described in which both the independent and dependent variables are derived from density functional theory (DFT) calculations on large 14-electron complexes. This strategy can be used for broader screenings of olefin metathesis catalysts as well as for development of homogeneous transition metal catalysts.