“…For example, the hardness of a nano-thin film is known to be a function of the film thickness, and the nano-indentation process has been widely studied by atomistic simulations. In coarse-graining, however, the lattice deformation at a free surface may not be accurately captured due to its localized nature (Park and Im, 2008): the trilinear interpolation function poses a restriction on the atomic configuration, particularly when a large element is employed. Moreover, the assumption that all atoms in a subregion have the same force/energy is only valid when the deformation gradient within an element remains nearly the same, which is not the case for highly inhomogeneous deformation.…”