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In this paper we present a hybrid algorithm comprised of differential evolution, coupled with the Broyden–Fletcher–Goldfarb–Shanno quasi-Newton optimization algorithm, for the purpose of identifying a broad range of (meta)stable TinO2n nanoparticles, asan example system, described by Buckingham interatomic potential. The potential and its gradient are modified to be piece-wise continuous to enable...