15–17 May 2024
Max Planck Institute for Physics
Europe/Zurich timezone

Simulation-based inference in the search for CP violation in leptonic WH production

Not scheduled
20m
Max Planck Institute for Physics

Max Planck Institute for Physics

Boltzmannstr. 8 85748 Garching Germany

Speaker

Ricardo Barrué (LIP - Laboratorio de Instrumentacao e Fisica Experimental de Partículas)

Description

Beyond the Standard Model (BSM) sources of CP violation are one of the required ingredients for solving the matter-antimatter puzzle. In this work, published in JHEP04(2024)014, we focus on leptonic WH production, a difficult channel due to the presence of a (unobservable) neutrino. We explore using a simulation-based inference method that reconstructs a detector-level optimal observable - SALLY - and benchmark it against kinematic and angular observables commonly used in experimental analyses, considering parton shower, hadronization and simplified detector simulation with Delphes. We see that a SALLY observable has comparable sensitivity to the best combination of kinematic and angular observables. This work aims at informing analysis strategies for Run 3 and beyond, with the ultimate goal of extracting the best sensitivity to BSM physics out of LHC data.

Author

Ricardo Barrué (LIP - Laboratorio de Instrumentacao e Fisica Experimental de Partículas)

Co-authors

Patricia Conde Muino (LIP - Laboratorio de Instrumentação e Física Experimental de Partículas (PT)) Rui Santos (ISEL and CFTC-UL) Dr Valerio Dao (Stony Brook University)

Presentation materials