Machine-enhanced CP-asymmetries in the Higgs sector

نویسندگان

چکیده

Improving the sensitivity to CP-violation in Higgs sector is one of pillars precision programme at Large Hadron Collider. We present a simple method that allows CP-sensitive observables be directly constructed from output neural networks. show these have improved CP-violating effects production and decay boson, when compared use traditional angular alone. The kinematic correlations identified by networks can used design new analyses based on observables, with similar improvement sensitivity.

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ژورنال

عنوان ژورنال: Physics Letters B

سال: 2022

ISSN: ['0370-2693', '1873-2445']

DOI: https://doi.org/10.1016/j.physletb.2022.137246