arXiv:2401.07626 [hep-ex]AbstractReferencesReviewsResources
DNN-based identification of additional b jets for a differential $t\bar{t}b\bar{b}$ cross section measurement
Published 2024-01-15Version 1
In differential measurements of the $t\bar{t}b\bar{b}$ process, observables related to the b jets not originating from top quark decays are of special interest to probe the multi-scale QCD nature of the $t\bar{t}b\bar{b}$ process, and the description of the additional b jet radiation via different simulation tools. In order to access these additional b jets, identification algorithms have to be applied to determine which of the b jets recorded in the detector are the b jets of interest. This is achieved via a DNN-based method which will be highlighted in this article.
Comments: Poster presentation proceeding at the 16th International Workshop on Top Quark Physics (Top2023), 24-29 September 2023
Categories: hep-ex
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