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Identifying $D$ mesons from Radiative $W$ decays at the Large Hadron Collider

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arxiv 2207.13587 v5 pith:MWMRH73R submitted 2022-07-27 hep-ph hep-ex

classification hep-phhep-ex
keywords decaysmesonsalgorithmidentifyradiativeablealgorithmsbackground
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

In this paper we present two machine learning algorithms to identify $D$ mesons produced in a color singlet state from radiative $W$ boson decays at the LHC. The combined network algorithm is able to identify $D$ mesons via its hadronic decays with an efficiency of 47% while suppressing a background of quark and gluon jets by a factor of 100. Using the developed algorithm, we perform a prospective study for the measurement of $\mathcal{B}(W\to D_{s}\gamma)$.

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  1. Rare $W \to B_c + \gamma$ decay up to the NNLO and NLL accuracy in QCD

    hep-ph 2025-02 conditional novelty 6.0 of 10

    The rare decay W to Bc plus photon gets NNLO QCD corrections that reduce the width by 31 percent, giving a branching fraction of 1.522 times 10 to the minus 10 after NLL resummation.

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