De novo calculation of chemical shifts from molecular dynamics simulations is described. The method supports comparison of simulation data with experimental observables. Template matching can successfully apply quantum calculations to conformational ensembles. The method was applied to 6 model proteins to reveal systematic errors. Observed errors are greater than the expected error of the method.