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Applications and findings involving the norm of the weighted Dirichlet space $D_\alpha$ are steadily being discovered. There are notable characterizations of $D_\alpha$ through estimations of its norm. In this talk, we present an improvement of the norm estimation by extending the domain of relevant parameters, and establishing the asymptotic formula with precise constants.