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We consider the derivation of the defocusing cubic nonlinear Schr"{o}dinger equation (NLS) on from quantum -body dynamics. We reformat the hierarchy approach with Klainerman-Machedon theory and prove a bi-scattering theorem for the NLS to obtain convergence rate estimates under regularity. The convergence rate estimate we obtain is almost optimal for datum, and immediately improves if we have any extra regularity on the limiting initial one-particle state.

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