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Unlike cuprate or iron-based superconductors, MgB$_2$ is indisputably a phonon-mediated high temperature superconductor. The emergence of high temperature superconductivity in this material results from the strong coupling between the boron $\\sigma$-bonding electrons around the Fermi level and the bond-stretching optical phonon modes. 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