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.