Karlsruhe 2024 – wissenschaftliches Programm

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T: Fachverband Teilchenphysik

T 2: Search for new particles 1 (LHC)

T 2.1: Vortrag

Montag, 4. März 2024, 16:00–16:15, Geb. 20.30: 1.067

Exploring new physics at LHC with Model Unspecific Search in CMS — Thomas Hebbeker, Yannik Kaiser, Lucas Karwatzki, •Chinmay Seth, and Felipe Torres Da Silva De Araujo — RWTH Aachen University

The Standard Model of Particle Physics, while highly successful, has limitations and fails to provide a comprehensive description of fundamental particles. Beyond Standard Model theories explore alternative explanations for these shortcomings.

The Large Hadron Collider provides access to unprecedented energy for proton-proton collision experiments, generating data to explore theories beyond the Standard Model. Model Unspecific Search in CMS (MUSiC) is one such effort where a model-independent approach is used to look for regions of possible discrepancies between observations from the CMS detector and a statistical model based on a theoretical understanding of the standard model.

MUSiC classifies events into 'event classes' based on the multiplicity of specific physics objects. Kinematic distributions for these classes are generated using three key event variables. The algorithm calculates a p-value, considering systematic and statistical effects, and identifies regions in distributions that deviate from the statistical model. Applying further statistical corrections yields a final value, highlighting the most deviating event classes. If the corrected p-value surpasses a set threshold, it signifies a potential window to new physics in that corresponding region. We discuss the concept of MUSiC, its scope, and challenges in this talk.

Keywords: Model Unspecific Search; MUSiC; New Physics; Beyond Standard Model; CMS