High Multiplicity Searches at the LHC Using Jet Masses
Anson Hook, Eder Izaguirre, Mariangela Lisanti, Jay G. Wacker

TL;DR
This paper presents a novel jet mass-based search strategy at the LHC that enhances sensitivity to high jet multiplicity signals, particularly in supersymmetric gluino decay scenarios, improving mass reach by up to 50%.
Contribution
It introduces a new high multiplicity search method using large-radius jets and jet mass, significantly increasing detection sensitivity for supersymmetric particles.
Findings
Jet mass improves gluino mass reach by 20-50%.
Method enhances sensitivity to high multiplicity signals.
Applicable to scenarios with or without missing energy.
Abstract
This article introduces a new class of searches for physics beyond the Standard Model that improves the sensitivity to signals with high jet multiplicity. The proposed searches gain access to high multiplicity signals by reclustering events into large-radius, or "fat," jets and by requiring that each event has multiple massive jets. This technique is applied to supersymmetric scenarios in which gluinos are pair-produced and then subsequently decay to final states with either moderate quantities of missing energy or final states without missing energy. In each of these scenarios, the use of jet mass improves the estimated reach in gluino mass by 20 % to 50 % over current LHC searches.
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.
