A particular problem in the area of liquid-state thermodynamics is the sourcing of reliable thermodynamic constants.
Although it is theoretically possible to calculate some of these parameters using ab initio methods like COSMO-RS, several major problems with this approach exist; firstly, and most importantly, the computational resources for such calculations are immense - scaling extremely unfavourably for systems with more than a few atoms.