Fig. 6. Computational cost of BE-CGCNN model training and predictions, compared to DFT computations.

Dashed line is extrapolated result for NPs larger than 147 atoms. The standard DFT theory follows the scaling of O(N³) where N denotes the number of electrons. The yellow shaded area represents the prediction time by BE-CGCNN.