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. 2022 Feb 3;13:468. doi: 10.1038/s41467-022-28122-0

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© The Author(s) 2022

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Fig. 6 — Parity plots for predicted bandgaps vs. GW bandgaps for PBE and HSE06 and two different ML models predicting GW corrections for either all bands (MAE = 0.18 eV) or only valence and conduction bands (MAE = 0.15 eV) which significantly outperform PBE and HSE06 with MAEs of 1.70 and 0.85 eV, respectively.