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We investigate simplified models of dark matter with scalar mediators at hadron colliders using the final state topology with 2 jets and missing energy. These models can arise in a wide variety of BSM scenarios including the possibility of…

High Energy Physics - Phenomenology · Physics 2015-10-14 Valentin V. Khoze , Gunnar Ro , Michael Spannowsky

Today's scientific simulations require a significant reduction of data volume because of extremely large amounts of data they produce and the limited I/O bandwidth and storage space. Error-bounded lossy compressor has been considered one of…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-11-15 Xin Liang , Kai Zhao , Sheng Di , Sihuan Li , Robert Underwood , Ali M. Gok , Jiannan Tian , Junjing Deng , Jon C. Calhoun , Dingwen Tao , Zizhong Chen , Franck Cappello

For their ability to capture non-linearities in the data and to scale to large training sets, local Support Vector Machines (SVMs) have received a special attention during the past decade. In this paper, we introduce a new local SVM method,…

Machine Learning · Statistics 2017-04-04 Valentina Zantedeschi , Rémi Emonet , Marc Sebban

We consider how best to search for top partners in generic composite Higgs models. We begin by classifying the possible group representations carried by top partners in models with and without a custodial $SU(2)\times SU(2) \rtimes…

High Energy Physics - Phenomenology · Physics 2014-12-16 Ben Gripaios , Thibaut Mueller , M. A. Parker , Dave Sutherland

Many models of physics beyond the Standard Model (SM) contain enhanced couplings to third generation particles. The predicted signatures include vector-like quarks and $t\bar{t}$ resonances. We present a review of non-SUSY based searches…

High Energy Physics - Experiment · Physics 2018-03-19 Mareike Meyer

Composite Higgs models provide a natural, non-supersymmetric solution to the hierarchy problem. In these models, one or more sets of heavy top-partners are typically introduced. Some of these new quarks can be relatively light, with a mass…

High Energy Physics - Phenomenology · Physics 2014-11-21 Guenther Dissertori , Elisabetta Furlan , Filip Moortgat , Pascal Nef

Constraints on selected mediator-based dark matter models and a scalar dark energy model using up to $37~\mathrm{fb}^{-1}$ $\sqrt s = 13$ TeV $pp$ collision data collected by the ATLAS detector at the LHC during 2015-2016 are summarised in…

High Energy Physics - Experiment · Physics 2019-06-25 ATLAS Collaboration

We explore a class of simplified extensions to the Standard Model containing a complex singlet scalar as a dark matter candidate accompanied by a vector-like lepton as a mediator, both charged under a new $Z_3$ symmetry. In its simplest…

High Energy Physics - Phenomenology · Physics 2023-02-08 Bastián Díaz Sáez , Karim Ghorbani

The ATLAS collaboration has recently performed a vast scan of the phenomenological Minimal Supersymmetric Standard Model (pMSSM) with a focus on the electroweak-ino sector, and analysed how their Run 2 searches for electroweak production of…

High Energy Physics - Phenomenology · Physics 2026-05-22 Leo Constantin , Sabine Kraml , Andre Lessa , Theo Reymermier , Wolfgang Waltenberger

We explore signals of new physics with two Higgs bosons and large missing transverse energy at the LHC. Such a signature is characteristic of models for dark matter or other secluded particles that couple to the standard model through an…

High Energy Physics - Phenomenology · Physics 2019-05-01 Monika Blanke , Simon Kast , Jennifer M. Thompson , Susanne Westhoff , José Zurita

Since the top quark FCNC processes are extremely supressed in the Standard Model (SM) but could be greatly enhanced in some new physics models, they could serve as a smoking gun for new physics hunting at the LHC. In this brief review we…

High Energy Physics - Phenomenology · Physics 2010-10-27 Jin Min Yang

This paper introduces and solves the simultaneous source separation and phase retrieval (S$^3$PR) problem. S$^3$PR is an important but largely unsolved problem in a number application domains, including microscopy, wireless communication,…

Machine Learning · Computer Science 2020-10-15 Christopher A. Metzler , Gordon Wetzstein

Simplified models are a successful way of interpreting current LHC searches for models beyond the standard model (BSM). So far simplified models have focused on topologies featuring a missing transverse energy (MET) signature. However, in…

High Energy Physics - Phenomenology · Physics 2016-03-29 Jan Heisig , Andre Lessa , Loic Quertenmont

We present a reanalysis of the latest results from CMS dijet searches for an integrated luminosity of $36\,$fb$^{-1}$ together with preliminary results for $78\,$fb$^{-1}$ in the framework of simplified models for dark matter interacting…

High Energy Physics - Phenomenology · Physics 2020-03-12 Sebastian Baum , Riccardo Catena , Martin B. Krauss

Searches for beyond-Standard Model physics scenarios, such as supersymmetry (SUSY), at the Large Hadron Collider (LHC) are frequently optimised on simplified models. After assuming particular particle production and decay processes,…

High Energy Physics - Phenomenology · Physics 2023-05-04 Melissa van Beekveld , Philip Grace , Anders Kvellestad , Adam Leinweber , Martin White

A model proposed in 2004 using the non-Abelian discrete symmetry S3 for understanding the flavor structure of quarks and leptons is updated, with special focus on the quark and scalar sectors. We show how the approximate residual symmetries…

High Energy Physics - Phenomenology · Physics 2015-06-15 Ernest Ma , Blazenka Melic

In Stealth Supersymmetry, bounds on superpartners from direct searches can be notably weaker than in standard supersymmetric scenarios, due to suppressed missing energy. We present a set of simplified models of Stealth Supersymmetry that…

High Energy Physics - Phenomenology · Physics 2016-08-03 JiJi Fan , Rebecca Krall , David Pinner , Matthew Reece , Joshua T. Ruderman

We consider a spin-3/2 fermionic dark matter (DM) particle interacting with the Standard Model quarks through the exchange of a charged and coloured scalar or vector mediator in a simple $t$-channel model. It is found that for the vector…

High Energy Physics - Phenomenology · Physics 2018-11-19 Mohammed Omer Khojali , Ashok Goyal , Mukesh Kumar , Alan S. Cornell

We investigate the implications for some nonstandard cosmological models using data from the first three years of the Supernova Legacy Survey (SNLS3), assuming a spatially flat universe. A comparison between the constraints from the SNLS3…

Cosmology and Nongalactic Astrophysics · Physics 2011-12-26 Zhengxiang Li , Puxun Wu , Hongwei Yu

Language models can produce convincing scientific analyses, but repeated generations on the same data do not guarantee the same result. A researcher may regenerate an identical query and receive a different fit, a different peak position or…

Artificial Intelligence · Computer Science 2026-05-14 Marios Adamidis , Danae Katrisioti , Yannis Tzitzikas , Emmanuel Stratakis