Search for the production of dark matter candidates in association with heavy dimuon resonance using the CMS open data for pp collisions at $\sqrt{s}$ = 8 TeV
S. Elgammal, M. Louka, A. Y. Ellithi, M. T. Hussein

TL;DR
This study searches for dark matter particles produced alongside a hypothetical Z' boson in proton-proton collisions at 8 TeV using CMS open data, setting limits on model parameters due to no observed signals.
Contribution
It provides the first analysis of dark matter production with a Z' boson using CMS open data at 8 TeV, applying both simplified and effective field theory models.
Findings
No evidence for dark matter candidates was observed.
95% confidence level limits were set on Z' mass and EFT cutoff scale.
Analysis used 11.6 fb$^{-1}$ of CMS open data from 2012.
Abstract
In this work, we present a search for the possible production of Dark Matter particles at the Large Hadron Collider alongside a new hypothetical gauge boson denoted by Z, which is governed by a model called Mono-Z. The topology of the studied events is dimuons plus large missing transverse momentum. The analyzed data were the CMS open data samples collected by the CMS detector, in addition to the CMS open Monte Carlo samples, for the proton-proton collisions at 8 TeV center of mass energy during 2012, which correspond to an integrated luminosity of 11.6 fb. Two benchmarks scenarios were used for interpreting the data, the Dark Higgs scenario as a simplified scenario of the Mono-Z model and the effective field theory formalism of the same model. No evidence for the existence of dark matter candidates was found. Consequently, 95 confidence level…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsParticle physics theoretical and experimental studies · Dark Matter and Cosmic Phenomena · High-Energy Particle Collisions Research
