Measuring longitudinally polarized vector boson scattering in mathrm {WW} channel is a promising way to investigate unitarity restoration with the Higgs mechanism and to search for possible physics beyond the Standard Model. In order to perform such a measurement, it is crucial to develop an efficient reconstruction of the full mathrm {W} boson kinematics in leptonic decays with the focus on polarization measurements. We investigated several approaches, from traditional ones up to advanced deep neural network structures, and we compared their abilities in reconstructing the mathrm {W} boson reference frame and in consequently measuring the longitudinal fraction mathrm {W}_{text {L}} in both semi-leptonic and fully-leptonic mathrm {WW} decay channels.
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