Derivation of the partial charges for the three approaches outlined above were done with the RESP program in AMBER 16. To ensure compatibility with GLYCAM06 the ESP was generated at the HF/6-31G*//HF/6-31G* level of theory. During the fitting procedure partial charges on hydrogen atoms connected to aliphatic carbon atoms were forced to zero.