Fig. 1

Different concepts how to represent molecules for NMR shift prediction. a HOSE codes look at the environment of a given atom, here P atom. b Increment models rely on the partition of the molecule into different substituents which are bound to the P atom. c Same as b but only considering atoms close to the P atom of interest. d Fingerprints look at different molecular fragments which might not have a connection to the P atom of interest