Prospects for $B_{c}^+\to \tau^+ \nu_\tau$ at FCC-ee
Yasmine Amhis, Marie Hartmann, Cl\'ement Helsens, Donal Hill, Olcyr, Sumensari

TL;DR
This study evaluates the potential to measure the $B_{c}^+ o au^+ u_ au$ decay at FCC-ee, using advanced simulation and machine learning techniques to suppress backgrounds and estimate signal yields.
Contribution
It introduces a detailed analysis framework employing Boosted Decision Trees for background suppression and estimates measurement precision at future collider scenarios.
Findings
High rejection of backgrounds achieved with BDT algorithms.
Estimated signal yields for various Tera-$Z$ scenarios.
Potential to constrain New Physics models through precise measurements.
Abstract
This paper presents the prospects for a precise measurement of the branching fraction of the leptonic decay at the Future Circular Collider (FCC-ee) running at the -pole. A detailed description of the simulation and analysis framework is provided. To select signal candidates, two Boosted Decision Tree algorithms are employed and optimised. The first stage suppresses inclusive , , and backgrounds using event-based topological information. A second stage utilises the properties of the hadronic decay to further suppress these backgrounds, and is also found to achieve high rejection for the background. The number of candidates is estimated for various Tera- scenarios, and the potential precision of signal yield and branching…
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