A fundamental challenge in available modeling frameworks is the data representation of DES components (i.e., how to obtain a data representation). As pointed out by , there are a couple of high-level representations for DESs. The most common representation consists of conceptualizing the DES as a single, unified pseudo-component. This approach simplifies the modeling framework by effectively reducing the quantity of effective species involved. However, this simplification also presents significant obstacles in developing broad applicability and generality of the models. The second high-level representation involves treating the DES as an actual mixture of components with their corresponding composition. This approach treats the DES not as a singular entity but as a composite of its HBA and HBD components. By using this representation, the modeling framework should then be able to explicitly account for the DES inter-and intramolecular interactions (specially due to hydrogen bonding) and the DES molar composition. In this way, the scarce experimental data of certain HBA or HBD species can be used more effectively to develop models that generalize better across different species and molar ratios.