364 research outputs found
Synergies between astroparticle, particle and nuclear physics
One overarching objective of science is to further our understanding of the
universe, from its early stages to its current state and future evolution. This
depends on gaining insight on the universe's most macroscopic components, for
example galaxies and stars, as well as describing its smallest components,
namely elementary particles and nuclei and their interactions. It is clear that
this endeavour requires combined expertise from the fields of astroparticle
physics, particle physics and nuclear physics. Pursuing common scientific
drivers also require mastering challenges related to instrumentation (e.g.
beams and detectors), data acquisition, selection and analysis, and making data
and results available to the broader science communities. Joint work and
recognition of these "foundational" topics will help all communities grow
towards their individual and common scientific goals. The talk corresponding to
this contribution has been presented during the special ECFA session of EPS-HEP
2019 focused on the update of the European Strategy of Particle Physics.Comment: Late submission to the Proceedings of the EPS-HEP 2019 Conference,
Special ECFA session (https://indico.cern.ch/event/577856/sessions/291392
Recommendations of the LHC Dark Matter Working Group: Comparing LHC searches for heavy mediators of dark matter production in visible and invisible decay channels
Weakly-coupled TeV-scale particles may mediate the interactions between
normal matter and dark matter. If so, the LHC would produce dark matter through
these mediators, leading to the familiar "mono-X" search signatures, but the
mediators would also produce signals without missing momentum via the same
vertices involved in their production. This document from the LHC Dark Matter
Working Group suggests how to compare searches for these two types of signals
in case of vector and axial-vector mediators, based on a workshop that took
place on September 19/20, 2016 and subsequent discussions. These suggestions
include how to extend the spin-1 mediated simplified models already in
widespread use to include lepton couplings. This document also provides
analytic calculations of the relic density in the simplified models and reports
an issue that arose when ATLAS and CMS first began to use preliminary numerical
calculations of the dark matter relic density in these models.Comment: 19 pages, 4 figures; v2: author list and LaTeX problem fixe
Simplified Models for Dark Matter and Missing Energy Searches at the LHC
The study of collision events with missing energy as searches for the dark
matter (DM) component of the Universe are an essential part of the extensive
program looking for new physics at the LHC. Given the unknown nature of DM, the
interpretation of such searches should be made broad and inclusive. This report
reviews the usage of simplified models in the interpretation of missing energy
searches. We begin with a brief discussion of the utility and limitation of the
effective field theory approach to this problem. The bulk of the report is then
devoted to several different simplified models and their signatures, including
s-channel and t-channel processes. A common feature of simplified models for DM
is the presence of additional particles that mediate the interactions between
the Standard Model and the particle that makes up DM. We consider these in
detail and emphasize the importance of their inclusion as final states in any
coherent interpretation. We also review some of the experimental progress in
the field, new signatures, and other aspects of the searches themselves. We
conclude with comments and recommendations regarding the use of simplified
models in Run-II of the LHC.Comment: v2. references added, version submitted to journal. v1. 47 pages, 13
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Dark Matter Science Project
A Dark Matter Science Project is being developed in the context of the ESCAPE (European Science Cluster of Astronomy and Particle physics ESFRI research infrastructure) project as a collaboration between scientists in European Research Infrastructures and experiments seeking to explain the nature of dark matter (such as HL-LHC, KM3NeT, CTA, DarkSide). The goal of this ESCAPE Science Project is to highlight the synergies between different dark matter communities and experiments, by producing new scientific results as well as by making the necessary data and software tools fully available. As part of this Science Project, we use experimental data and software algorithms from selected direct detection, indirect detection, and particle collider experiments involved in ESCAPE as prototypes for end-to-end analysis pipelines on a Virtual Research Environment that is being prepared as one of the building blocks of the European Open Science Cloud (EOSC). This contribution focuses on the implementation of the workflows on the Virtual Research Environment using ESCAPE tools (such as the Data Lake and REANA), and on the prospects for data management, data analysis and computing in the EOSC-Future project
Julia: Sustainability and Efficiency
There a number of studies of the general energy efficiency of different
programming languages, however relatively few look at HEP specific examples.
Here we present examples comparing energy efficiency of different jet
reconstruction codes in different languages: specifically C++, Julia and Python. We also study the evolution of efficiency over recent releases of Julia and Python.
We also discuss general aspects of sustainability of code and show how the Julia language and ecosystem helps developers to write and maintain modular, interoperable codes that reduce the code maintenance burden.
We show that Julia is an excellent language choice, combining outstanding energy efficiency and human productivity, helping sustainability in all the most meaningful senses
HEP Community White Paper on Software trigger and event reconstruction
Realizing the physics programs of the planned and upgraded high-energy
physics (HEP) experiments over the next 10 years will require the HEP community
to address a number of challenges in the area of software and computing. For
this reason, the HEP software community has engaged in a planning process over
the past two years, with the objective of identifying and prioritizing the
research and development required to enable the next generation of HEP
detectors to fulfill their full physics potential. The aim is to produce a
Community White Paper which will describe the community strategy and a roadmap
for software and computing research and development in HEP for the 2020s. The
topics of event reconstruction and software triggers were considered by a joint
working group and are summarized together in this document.Comment: Editors Vladimir Vava Gligorov and David Lang
Uncovering tau leptons-enriched semi-visible jets at the LHC
This Letter proposes a new signature for confining dark sectors at the Large
Hadron Collider. Under the assumption of a QCD-like hidden sector, hadronic
jets containing stable dark bound states could manifest in proton-proton
collisions. We present a simplified model with a boson yielding the
production of jets made up of dark bound states and subsequently leading to the
decays of those that are unstable to leptons and Standard Model quarks.
The resulting signature is characterised by non-isolated lepton pairs
inside semi-visible jets. We estimate the constraints on our model from
existing CMS and ATLAS analyses. We propose a set of variables that leverage
the leptonic content of the jet and exploit them in a supervised jet tagger to
enhance the signal-to-background separation. Furthermore, we discuss the
performance and limitations of current triggers for accessing sub-TeV
masses, as well as possible strategies that can be adopted by experiments to
access such low mass regions. We estimate that with the currently available
triggers, a high mass search can claim a discovery (exclusion) of
the boson with a mass up to 4.5TeV (5.5TeV) with the full Run2 data of the
LHC when the fraction of unstable dark hadrons decaying to lepton pairs
is around , and with a coupling of the to right-handed up-type
quarks of 0.25. Furthermore, we show that, with new trigger strategies for
Run3, it may be possible to access masses down to 700 GeV, for which the
event topology is still composed of two resolved semi-visible jets.Comment: 11 pages, 8 figures, 2 tables, (published on EPJ C as Letter
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