Based on the Boltzmann-Uehling-Uhlenbeck equation, we investigate the effects of the isovector nucleon effective mass and the in-medium nucleon-nucleon cross section on the isovector giant dipole resonance~(IVGDR) in , employing a set of representative Skyrme energy density functionals. We find that the energy-weighted sum rule of the IVGDR is highly sensitive to and only mildly dependent on , while the width of the IVGDR is primarily governed by with a moderate sensitivity to . From a Bayesian analysis of both and , we infer the isovector effective mass = , where is the bare nucleon mass. Furthermore, by incorporating the isoscalar effective mass , extracted from the isoscalar giant quadrupole resonance in , the linear neutron-proton effective mass splitting coefficient at saturation density is determined to be .

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