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. 2021 Jan 15;12:398. doi: 10.1038/s41467-020-20427-2

Table 1.

Energy and charge error obtained for the organic molecules. Energy error (meV/atom) and mean errors of the atomic charges (10−3 e) and forces (eV/Å) of C10H2 and C10H3+ with respect to DFT obtained with the different HDNNP generations for the DFT-optimized structures. For the 3G-HDNNP the results for scaled and unscaled charges are given.

Energy Charges Forces
2G-HDNNP 0.684 0.095
C10H2 3G-HDNNP (unscaled) 1.255 19.72 0.430
3G-HDNNP (scaled) 2.193 10.76 0.138
4G-HDNNP 0.463 4.820 0.032
2G-HDNNP 0.922 0.127
C10H3+ 3G-HDNNP (unscaled) 0.046 17.82 0.658
3G-HDNNP (scaled) 1.425 17.72 0.259
4G-HDNNP 0.176 5.048 0.042