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

Fig. 5. Machine-learned band structures.

Fig. 5

Examples of band structures for four 2D materials from the test set. Both PBE and GW band structures are shown along with the ML predictions. The materials are selected to cover a wide range in the prediction accuracy of the test set. Band structures for PtO2 (a), SbClTe (b), GeS2 (c), and CaCl2 (d).