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Supersymmetry, which extends the Standard Model (SM) by introducing supersymmetric partners for the SM particles, can provide an elegant solution to the hierarchy problem. One of the most important parameters in supersymmetry is the mass of…

High Energy Physics - Experiment · Physics 2019-10-14 Keisuke Yoshihara

We present the results and prospects for searches beyond the Standard Model (SM) at the LHC by the ATLAS and CMS collaborations. The minimal supersymmetric extension of the SM has been investigated in various configurations and lower limits…

High Energy Physics - Experiment · Physics 2019-08-13 Daniel Teyssier

The ATLAS collaboration published supersymmetry limits based on up to about 4.7 \ifb data collected over the year 2011 from LHC runs at 7 TeV. These were mainly interpreted within restricted, particular or simplified models for…

High Energy Physics - Phenomenology · Physics 2013-06-12 Shehu S. AbdusSalam

We propose a new explanation for excess events observed in the search for a high-mass resonance decaying into dibosons by the ATLAS experiment. The resonance is identified as a composite spin-$0$ particle that couples to the Standard Model…

High Energy Physics - Phenomenology · Physics 2016-01-11 Cheng-Wei Chiang , Hajime Fukuda , Keisuke Harigaya , Masahiro Ibe , Tsutomu T. Yanagida

A search for electroweak production of supersymmetric particles in scenarios with compressed mass spectra in final states with two low-momentum leptons and missing transverse momentum is presented. This search uses proton-proton collision…

High Energy Physics - Experiment · Physics 2018-04-04 ATLAS Collaboration

A summary of the constraints from searches performed by the ATLAS Collaboration for the electroweak production of charginos and neutralinos is presented. Results from eight separate ATLAS searches are considered, each using 140 fb$^{-1}$ of…

High Energy Physics - Experiment · Physics 2024-05-31 ATLAS Collaboration

We present updated results for the production cross sections of slepton pairs and neutralino-chargino pairs at the LHC with next-to-next-to logarithmic precision matched at approximate QCD next-to-next-to leading order. The explored range…

High Energy Physics - Phenomenology · Physics 2020-11-24 Juri Fiaschi , Michael Klasen

A search for supersymmetry in events with two or three low-momentum leptons and missing transverse momentum is performed. The search uses proton-proton collisions at $\sqrt{s} =$ 13 TeV collected in the three-year period 2016-2018 by the…

High Energy Physics - Experiment · Physics 2022-04-21 CMS Collaboration

In real-world applications, as data availability increases, obtaining labeled data for machine learning (ML) projects remains challenging due to the high costs and intensive efforts required for data annotation. Many ML projects,…

Machine Learning · Computer Science 2024-12-24 Ismail Hakki Karaman , Gulser Koksal , Levent Eriskin , Salih Salihoglu

In Profumo di SUSY, we presented evidence that CMS&ATLAS may have already registered a handful of deftly camouflaged supersymmetry events at the LHC in the multijet channels. Here, we explore the prospect for corroboration of this…

High Energy Physics - Phenomenology · Physics 2012-03-09 Tianjun Li , James A. Maxin , Dimitri V. Nanopoulos , Joel W. Walker

A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning…

High Energy Physics - Experiment · Physics 2026-03-23 ATLAS Collaboration

The four-lepton final state, rare in standard model processes, is an attractive channel for new physics searches at the LHC. In supersymmetry (SUSY), charged leptons may arise from R-Parity conserving (RPC) cascade decays of SUSY particles…

High Energy Physics - Experiment · Physics 2014-09-01 Maximilian Goblirsch-Kolb

We discuss the motivation and the phenomenology of models with either flat or warped extra dimensions. We describe the typical mass spectrum and discovery signatures of such models at the LHC. We also review several proposed methods for…

High Energy Physics - Phenomenology · Physics 2010-01-28 Kyoungchul Kong , Konstantin Matchev , Geraldine Servant

We attempt to explain the recent ATLAS 3$\sigma$ excess of dilepton events with an invariant mass near $Z$ peak through the gluino-mediated sbottom production in a simplified scenario inspired by the Minimal Supersymmetric Standard Model…

High Energy Physics - Phenomenology · Physics 2015-10-14 Archil Kobakhidze , Ning Liu , Lei Wu , Jin Min Yang

The production of exotic heavy hadronic particles arise in several models for physics beyond the Standard Model. A study of the detection possibilities of new heavy hadron states with the ATLAS detector is presented. The focus is on…

High Energy Physics - Experiment · Physics 2008-11-26 A. C. Kraan , J. B. Hansen , P. Nevski

We consider the performance of the ATLAS and CMS searches for events with missing transverse energy, which were originally motivated by supersymmetry, in constraining extensions of the Standard Model based on extra dimensions, in which the…

High Energy Physics - Phenomenology · Physics 2013-04-17 Giacomo Cacciapaglia , Aldo Deandrea , John Ellis , Jad Marrouche , Luca Panizzi

Searches for new physics at the Large Hadron Collider have constrained many models of physics beyond the Standard Model. Many searches also provide resources that allow them to be reinterpreted in the context of other models. We describe a…

High Energy Physics - Experiment · Physics 2025-07-04 Giordon Stark , Camila Aristimuno Ots , Mike Hance

One of the main goals of the ongoing LHC program is the search for BSM physics, with EW SUSY partners still allowed with masses as low as a few hundred GeV. Over the last years, searches for the ``golden channel'', $pp \to \tilde\chi^0_2…

High Energy Physics - Phenomenology · Physics 2025-12-22 E. Bagnaschi , M. Chakraborti , S. Heinemeyer , I. Saha

Neural Architecture Search (NAS) has enabled automatic discovery of more efficient neural network architectures, especially for mobile and embedded vision applications. Although recent research has proposed ways of quickly estimating…

Machine Learning · Computer Science 2022-04-28 Saeejith Nair , Saad Abbasi , Alexander Wong , Mohammad Javad Shafiee

This work presents a new inclusive search for supersymmetry (SUSY) by the ATLAS experiment at the LHC in proton-proton collisions at a center-of-mass energy sqrt(s) = 7 TeV in final states with jets, missing transverse momentum and one or…

High Energy Physics - Experiment · Physics 2013-06-25 ATLAS Collaboration
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