PM6/COSMO optimization of the ligand's geometry (within the protein) prior to scoring offered marginal improvement in the interaction energy (Eint) as illustrated in Figure ; t-test P-value=0.656). Yet, the computational burden was manageable (time vs time) thus we decided to incorporate ligand geometry optimization at the PM6/COSMO level into our scoring pipeline.