
Precision Measurement of Top Quark EW Coupling by Mustapha BIYABI
Explore the precision measurement of Top quark EW coupling by Mustapha BIYABI. Discover information on form factors, SM contributions, likelihood minimization, and Bayesian optimization techniques. Dive into parametrizations and optimizing form factors for a better understanding of high-energy physics.
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Top Quark EW Coupling Precision Measurement Mustapha BIYABI 28/02/2025 1
Top EW Couplings Parametrizations The usual form factors denoted F1, F2 defined : The usual form factors denoted F1, F2 defined : Which can be translated to : Relation : Maximize numerically a global likelihood L with respect to all form factors: Where : 2
SM Contribution SM Contribution - Plot the SM part in terms of the Lepton polar angle and normalized Energy : - The ????? is set to 0.23. - Mass of Z to 91 GeV. - Fine structure to 0.0072973525643. CEPC: @360GeV (Ok!) FCCee : @365GeV 3
Likelihood Likelihood - There are nine different functions, and eight form factors i to be evaluated from a given sample of tt events. Minimize the negative Log-likelihood (- logL) with respect to all form factors: Luminosity value : ???????? 4
Likelihood Minimazation Likelihood Minimazation - Using Bayesian Optimization : - All the parameters to vary : Detector acceptance: Only select events that have a value of abs:: cos(theta) < 0.98. There are no restrictions on the lepton energy. Use events that pass the cuts (Signal) : nbr of iter : 100 5
Likelihood Minimazation Likelihood Minimazation -The original Function can be simplified to the following form: - Only 3 form factors will vary : Using same optitimization Method: 6