pKa-ANI can also be considered as an empirical predictor. This predictor utilizes deep representation learning 130 that combines an atomic environment vector and the neural network potential ANI-2x . Default settings were used when performing the calculations, including a gasphase minimization of the initial PDB structures in GROMACS using the Amber14SB force field.