Fig. 3: Performance of NN-based functionals in different approximations for atomization energy of individual molecules.

Each point represents the atomization energy from DFT calculation using NN-based functionals against the experimental value³². a Plots for the 147 molecules listed in Table 1. b Enlarged view for 300–350 kcal/mol.