In our approach, the pair distribution function (PDF) and elements layer are employed as inputs to the neural network (NN). The PDF is defined as the probability of locating an atom at a given distance (r) from a selected atom . Figure provides a schematic illustration of the calculation process and its corresponding PDF for a MgCu2Nd2 crystal. To generate the training data, PDF calculations were performed in the ASE library