Another improvement could be done regarding the assignment of partial charges to refine the charge transfer model, either by directly accounting for polarization effects or trough the electronegativity equalization approach proposed by Gilson et al. Additionally, a way to enhance the accuracy of the model in simulating condensed-phase systems would be to either adding additional quantities, such as binding free energies into the training process, thus helping the model in capturing complex molecular behavior in condensed phase.