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Searches for dark matter at the LHC: A multivariate analysis in the mono-Z channel

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Author(s):
Alves, Alexandre ; Sinha, Kuver
Total Authors: 2
Document type: Journal article
Source: Physical Review D; v. 92, n. 11, p. 15-pg., 2015-12-16.
Abstract

We study dark matter (DM) production in the mono-Z channel at the 13 TeV LHC both in an effective field theory framework and in simplified models with vector mediators, using a multivariate analysis. For DM-quark effective operators with scalar, vector, and tensor couplings and DM mass of 100 GeV, the 5 sigma reach in the DM interaction scale. is around 2, 1, and 3 TeV, respectively, for 3 ab(-1) and assuming a 5% systematic uncertainty on the total background normalization. For simplified models with leptophobic vector mediators, the 5s reach for the mass of the mediator is 1.7 TeV also assuming a 5% systematics and 3 ab(-1) of integrated luminosity. The reach for the dark matter interaction scale obtained with the multivariate analysis using a likelihood function discriminant is at least twice as high as that obtained from a simple cut and count analysis, once systematics on the background normalization larger than a few percent are taken into account. Moreover, the reach is much more stable against degradation due to these systematic uncertainties. (AU)

FAPESP's process: 13/22079-8 - Physics of particles and fields: standard model and its extensions
Grantee:Adriano Antonio Natale
Support Opportunities: Research Projects - Thematic Grants