“…The price one pays for the simplification is that the PMF is intrinsically many-body in nature: even if the energetic landscape of the original microscopic system comprises only pair potentials among its constituent atoms, once the resolution reduction is performed a whole hierarchy of interactions appears that involve, in addition to pairwise terms, triplets of CG sites, quadruplets, and so on ( Dijkstra et al, 1999 ). These many-body components can play a key role in generating, and comprehend the origin of, the correct large-scale behavior of a system ( D’Adamo et al, 2015 ; Menichetti et al, 2017 ), such as, in the case of proteins, secondary structure motifs ( Kolinski et al, 1993 ; Derreumaux, 1999 ; Bereau and Deserno, 2009 ; Liwo, 2013 ; Sieradzan et al, 2017 ); at the same time, however, their presence makes the exact determination of a PMF largely unfeasible in practice, except for very simple microscopic models ( Diggins et al, 2018 ).…”