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. 2021 Aug 16;121(16):10073–10141. doi: 10.1021/acs.chemrev.1c00022

Figure 11.

Figure 11

Three main components for GAP: (1) a reference database of quantum-mechanical data for suitably chosen structural models, (2) a representation of the atomic environments (typically using combinations of 2-body and SOAP descriptors; section 4.2), and (3) the GP regression itself. Adapted from ref (29) with permission. Copyright 2019 WILEY-VCH.