Elaborating Higgs to dimuon decay from gluon fusion by decorrelation and jet substructure

التفاصيل البيبلوغرافية
العنوان: Elaborating Higgs to dimuon decay from gluon fusion by decorrelation and jet substructure
المؤلفون: Han, Subin, Kim, Hyung Do
سنة النشر: 2024
المجموعة: High Energy Physics - Experiment
High Energy Physics - Phenomenology
مصطلحات موضوعية: High Energy Physics - Phenomenology, High Energy Physics - Experiment
الوصف: Discovery of the Higgs boson decay to dimuon is anticipated soon based on the current evidence. Precise categorization of the events without affecting the invariant mass shape is crucial in the analysis. Decorrelation of the invariant mass and the output of discriminators (the score of discriminators) is essential for consistent and precise analysis. In this paper we use distance correlation as the additional loss function to achieve the decorrelation for discriminators and examine various analysis methods. The analyses with and without jet substructure variables are presented. Adding jet substructure variables considerably improves the significance of the Higgs to dimuon signal from gluon fusion.
Comment: 25 pages, 7 figures, 7 tables
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2406.11961
رقم الأكسشن: edsarx.2406.11961
قاعدة البيانات: arXiv