“…This prompted several theoretical groups to construct more accurate adiabatic and diabatic PESs paying close attention to the choice of the DFT functional and using neural network methods to reduce the fitting error. Several theory groups produced a set of such potentials with impressive accuracy for NO at Au(111), 69,110–113 NO at Ag(111), 114 NO at LiF(001), 111 CO at Au(111), 73,113,115,116 H 2 at Ag(111), 106 and HCl at Au(111) 117–119 (see also the perspective paper 120 and review 121 ). For modelling of the collisional relaxation of highly vibrationally excited molecules, the energy landscape close to the dissociation barrier is very sensitive to the choice of the functional and strongly affects the predicted outcomes.…”