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We study a class of Gaussian random band matrices of dimension and band-width . We show that delocalization holds for bulk eigenvectors and that quantum diffusion holds for the resolvent, all under the assumption that . Our analysis is based on a flow method, and a refinement of it may lead to an improvement on the condition .

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