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Characterizing the potential energy surface of two dimensional and bulk materials using high dimensional neural network potentials
Computing material properties at the ab-initio level of detail is computationally prohibitive for large systems or long timescales. As a result, such methods cannot be used to efficiently sample configuration space. Force ...