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Multiscale methods are invaluable in many applications of molecular modelling,since direct simulations are often too restrictive.Designing accurate interaction potentials can be viewed as a model reduction problem within the framework of multiscale modelling,where a quantum mechanics model describing the matter at the subatomic scale is reduced to an atomistic model(describing the matter at the atomic scale).