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We introduce a potentially powerful new method of searching for new physics at the LHC, using autoencoders and unsupervised deep learning. The key idea of the autoencoder is that it learns to map "normal" events back to themselves, but…

High Energy Physics - Phenomenology · Physics 2020-04-22 Marco Farina , Yuichiro Nakai , David Shih

Axion-like particles (ALPs) appear in various new physics models with spontaneous global symmetry breaking. When the ALP mass is in the range of MeV to GeV, the cosmology and astrophysics bounds are so far quite weak. In this work, we…

High Energy Physics - Phenomenology · Physics 2021-12-08 Jie Ren , Daohan Wang , Lei Wu , Jin Min Yang , Mengchao Zhang

A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016-2018, corresponding to a…

High Energy Physics - Experiment · Physics 2024-06-10 CMS Collaboration

In surveillance, monitoring and tactical reconnaissance, gathering the right visual information from a dynamic environment and accurately processing such data are essential ingredients to making informed decisions which determines the…

Computer Vision and Pattern Recognition · Computer Science 2016-04-18 Kin Gwn Lore , Adedotun Akintayo , Soumik Sarkar

Confining dark sectors at the GeV scale can lead to novel collider signatures including those termed emerging jets with large numbers of displaced vertices. The triggers at the LHC experiments were not designed with this type of new physics…

High Energy Physics - Phenomenology · Physics 2021-08-25 Dylan Linthorne , Daniel Stolarski

Long-lived particles have significant enough lifetimes as to, when produced in collisions, leave a distinct signature in the detectors. Driven by increasingly higher energies, trigger and reconstruction algorithms at particle colliders are…

High Energy Physics - Experiment · Physics 2021-09-14 Rebeca Gonzalez Suarez

We report on recent progress in the design of the proposed MATHUSLA Long Lived Particle (LLP) detector for the HL-LHC, updating the information in the original Letter of Intent (LoI), see CDS:LHCC-I-031, arXiv:1811.00927. A suitable site…

Instrumentation and Detectors · Physics 2020-09-04 Cristiano Alpigiani , Juan Carlos Arteaga-Velázquez , Austin Ball , Liron Barak , Jared Barron , Brian Batell , James Beacham , Yan Benhammo , Karen Salomé Caballero-Mora , Paolo Camarri , Roberto Cardarelli , John Paul Chou , Wentao Cui , David Curtin , Miriam Diamond , Keith R. Dienes , Liam Andrew Dougherty , Giuseppe Di Sciascio , Marco Drewes , Erez Etzion , Rouven Essig , Jared Evans , Arturo Fernández Téllez , Oliver Fischer , Jim Freeman , Jonathan Gall , Ali Garabaglu , Stefano Giagu , Stephen Elliott Greenberg , Bhawna Gomber , Roberto Guida , Andy Haas , Yuekun Heng , Shih-Chieh Hsu , Giuseppe Iaselli , Ken Johns , Audrey Kvam , Dragoslav Lazic , Liang Li , Barbara Liberti , Zhen Liu , Henry Lubatti , Lillian Luo , Giovanni Marsella , Mario Iván Martínez Hernández , Matthew McCullough , David McKeen , Patrick Meade , Gilad Mizrachi , O. G. Morales-Olivares , David Morrissey , Meny Raviv Moshe , Antonio Policicchio , Mason Proffitt , Dennis Cazar Ramirez , Matthew Reece , Steven H. Robertson , Mario Rodríguez-Cahuantzi , Albert de Roeck , Amber Roepe , Joe Rothberg , James John Russell , Heather Russell , Rinaldo Santonico , Marco Schioppa , Jessie Shelton , Brian Shuve , Yiftah Silver , Luigi Di Stante , Daniel Stolarski , Mike Strauss , David Strom , John Stupak , Martin A. Subieta Vasquez , Sanjay Kumar Swain , Guillermo Tejeda Muñoz , Steffie Ann Thayil , Brooks Thomas , Yuhsin Tsai , Emma Torro , Gordon Watts , Charles Young , Jose Zurita

Conventional searches for new phenomena at collider experiments tend to focus on prompt particles, produced at the interaction point and decaying rapidly. New physics models including long-lived particles that travel a substantial distance…

Instrumentation and Detectors · Physics 2019-11-07 Mikael Mårtensson , Max Isacson , Hampus Hahne , Rebeca Gonzalez Suarez , Richard Brenner

The implementation of convolutional neural networks in programmable logic, for applications in fast online event selection at hadron colliders is studied. In particular, an approach based on full event images for classification is studied,…

Instrumentation and Detectors · Physics 2025-03-13 James Brooke , Emyr Clement , Maciej Glowacki , Sudarshan Paramesvaran , Jeronimo Segal

A search is presented for the decays of heavy exotic long-lived particles (LLPs) that are produced in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC and come to rest in the CMS detector. Their decays would be…

High Energy Physics - Experiment · Physics 2018-05-29 CMS Collaboration

A search for events with one displaced vertex from long-lived particles using data collected by the ATLAS detector at the Large Hadron Collider is presented, using 140 fb$^{-1}$ of proton-proton collision data at $\sqrt{s} = 13$ TeV…

High Energy Physics - Experiment · Physics 2025-11-12 ATLAS Collaboration

Highly selective triggers are essential for the physics programme of the ATLAS experiment at HL-LHC where the instantaneous luminosity will be about an order of magnitude larger than the LHC instantaneous luminosity in Run 1. The first…

Instrumentation and Detectors · Physics 2016-10-04 H. Kroha , S. Nowak

A search for heavy long-lived charged particles at the LHC is presented. Particles interacting with the CMS muon detector across several bunch crossings are searched for using a data sample of proton-proton collisions at $\sqrt{s}$ = 13.6…

High Energy Physics - Experiment · Physics 2026-05-29 CMS Collaboration

Searches at the Large Hadron Collider (LHC) for neutral, long-lived particles have historically relied on the detection of displaced particles produced by their decay $\textit{within}$ the detector volume. In this paper we study the…

High Energy Physics - Phenomenology · Physics 2016-03-23 Alexander Belyaev , Stefano Moretti , Kilian Nickel , Marc C. Thomas , Ian Tomalin

The proposed designs of many auxiliary long-lived particle (LLP) detectors at the LHC call for the instrumentation of a large surface area inside the detector volume, in order to reliably reconstruct tracks and LLP decay vertices. Taking…

High Energy Physics - Phenomenology · Physics 2022-11-21 Thomas Gorordo , Simon Knapen , Benjamin Nachman , Dean J. Robinson , Adi Suresh

Axion-like particles (ALPs), relatively light (pseudo-)scalars coupled to two gauge bosons, are a common feature of many extensions of the Standard Model. Up to now there has been a gap in the sensitivity to such particles in the MeV to 10…

High Energy Physics - Phenomenology · Physics 2015-12-23 Joerg Jaeckel , Michael Spannowsky

In this paper, we propose a dedicated forward detector, FOREHUNT (FORward~Experiment~for~HUNdred~TeV), for 100 TeV FCC-hh for the detection of light long-lived particles (LLP) coming from $B$-meson decay. We calculate the signal acceptance…

High Energy Physics - Phenomenology · Physics 2024-09-06 Biplob Bhattacherjee , Herbi K. Dreiner , Nivedita Ghosh , Shigeki Matsumoto , Rhitaja Sengupta , Prabhat Solanki

The ATLAS detector at LHC will require a Trigger system to efficiently select events down to a manageable event storage rate of about 400 Hz. By 2015 the LHC instantaneous luminosity will be increased up to 3 x 10^34 cm-2s-1, this…

Instrumentation and Detectors · Physics 2014-06-18 Eduard Simioni

We present the first search for heavy, long-lived particles that decay to photons at a hadron collider. We use a sample of photon+jet+missing transverse energy events in p-pbar collisions at \sqrt{s}=1.96 TeV taken with the CDF II detector.…

High Energy Physics - Experiment · Physics 2010-05-12 A. Abulencia et al.

Higgs decays displaced from the primary interaction vertex represent a striking experimental signature that is actively searched for by the ATLAS, CMS and LHCb collaborations. We point out that signals of this type appear in the context of…

High Energy Physics - Phenomenology · Physics 2023-05-17 Ulrich Haisch , Luc Schnell