“…The possibility of carrying out ab initio predictions directly from the molecular structure is very appealing [ 90 ]. Unfortunately, COSMO-RS formalism despite relying on chemical intuition, often fails in determining solubility [ 93 , 128 , 129 , 130 , 131 ] and other physicochemical properties [ 132 , 133 , 134 , 135 ]. Probably in most cases, the major explanation is the insufficient precision of available default parameterization [ 128 , 136 ], which on the other hand, in many cases provides quite an accurate match with measured values [ 56 , 90 , 91 , 137 ].…”