Quark-gluon tagging with shower deconstruction: Unearthing dark matter and Higgs couplings
- Ruprechts-Karls-Univ. Heidelberg, Heidelberg (Germany). Physikalisches Inst.
- Durham Univ. (United Kingdom). Inst. for Particle Physics Phenomenology
- Univ. of Oregon, Eugene, OR (United States)
The separation of quark and gluon initiated jets can be an important way to improve the sensitivity in searches for new physics or in measurements of Higgs boson properties. We present a simplified version of the shower deconstruction approach as a novel observable for quark-gluon tagging. Assuming topoclusterlike objects as input, we compare our observable with energy correlation functions and find a favorable performance for a large variety of jet definitions. We address the issue of infrared sensitivity of quark-gluon discrimination. When this approach is applied to dark matter searches in monojet final states, limitations from small signal-to-background ratios can be overcome. We also show that quark-gluon tagging is an alternative way of separating weak boson from gluon-fusion production in the process p+p→H+jet+jet+X.
- Research Organization:
- Univ. of Oregon, Eugene, OR (United States)
- Sponsoring Organization:
- USDOE Office of Science (SC), High Energy Physics (HEP); European Commission (EC); Alexander von Humboldt Foundation
- Grant/Contract Number:
- SC0011640
- OSTI ID:
- 1601464
- Alternate ID(s):
- OSTI ID: 1342448
- Journal Information:
- Physical Review D, Vol. 95, Issue 3; ISSN 2470-0010
- Publisher:
- American Physical Society (APS)Copyright Statement
- Country of Publication:
- United States
- Language:
- English
Web of Science
A case study of quark-gluon discrimination at NNLL $$'$$ ′ in comparison to parton showers
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journal | November 2017 |
A case study of quark-gluon discrimination at NNLL' in comparison to parton showers
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text | January 2017 |
A Case Study of Quark-Gluon Discrimination at NNLL$'$ in Comparison to Parton Showers
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text | January 2017 |
Jet Substructure Studies with CMS Open Data | text | January 2017 |
Jet angularity measurements for single inclusive jet production | text | January 2018 |
Quark-Gluon Tagging: Machine Learning vs Detector | text | January 2018 |
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