Jet reconstruction and performance using particle flow with the ATLAS Detector

M Aaboud, G Aad, B Abbott, J Abdallah… - The European Physical …, 2017 - Springer
This paper describes the implementation and performance of a particle flow algorithm
applied to 20.2 fb^-1-1 of ATLAS data from 8 TeV proton–proton collisions in Run 1 of the …

Measurement of the photon identification efficiencies with the ATLAS detector using LHC Run 2 data collected in 2015 and 2016

M Aaboud, G Aad, B Abbott, O Abdinov… - The European Physical …, 2019 - Springer
The efficiency of the photon identification criteria in the ATLAS detector is measured using
36.1 fb^ 1 36.1 fb 1 to 36.7 fb^ 1 36.7 fb 1 of pp collision data at s= 13 TeV s= 13 TeV …

Phenomenological constraints on the transport properties of QCD matter with data-driven model averaging

D Everett, W Ke, JF Paquet, G Vujanovic, SA Bass… - Physical review …, 2021 - APS
Using combined data from the Relativistic Heavy Ion and Large Hadron Colliders, we
constrain the shear and bulk viscosities of quark-gluon plasma (QGP) at temperatures of∼ …

Combination of searches for invisible Higgs boson decays with the ATLAS experiment

M Aaboud, G Aad, B Abbott, DC Abbott, AA Abud… - Physical review …, 2019 - APS
Dark matter particles, if sufficiently light, may be produced in decays of the Higgs boson. This
Letter presents a statistical combination of searches for H→ invisible decays where H is …

Search for charged Higgs bosons decaying into a top quark and a bottom quark at = 13 TeV with the ATLAS detector

G Aad, B Abbott, DC Abbott, A Abed Abud… - Journal of high energy …, 2021 - Springer
A bstract A search for charged Higgs bosons decaying into a top quark and a bottom quark
is presented. The data analysed correspond to 139 fb− 1 of proton-proton collisions at\(\sqrt …

Search for high-mass dilepton resonances using 139 fb− 1 of pp collision data collected at s= 13 TeV with the ATLAS detector

G Aad, B Abbott, DC Abbott, AA Abud, K Abeling… - Physics Letters B, 2019 - Elsevier
A search for high-mass dielectron and dimuon resonances in the mass range of 250 GeV to
6 TeV is presented. The data were recorded by the ATLAS experiment in proton–proton …

Machine learning at the energy and intensity frontiers of particle physics

A Radovic, M Williams, D Rousseau, M Kagan… - Nature, 2018 - nature.com
Our knowledge of the fundamental particles of nature and their interactions is summarized
by the standard model of particle physics. Advancing our understanding in this field has …

Signatures of gravity in cosmology

N Frusciante - Physical Review D, 2021 - APS
We investigate the impact on cosmological observables of f (Q)-gravity, a specific class of
modified gravity models in which gravity is described by the nonmetricity scalar, Q. In …

Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking

G Aad, B Abbott, DC Abbott, A Abed Abud… - Journal of High Energy …, 2020 - Springer
A bstract The factor of four increase in the LHC luminosity, from 0. 5× 10 34 cm− 2 s− 1 to 2.
0× 10 34 cm− 2 s− 1, and the corresponding increase in pile-up collisions during the 2015 …

Fast inference of deep neural networks in FPGAs for particle physics

J Duarte, S Han, P Harris, S Jindariani… - Journal of …, 2018 - iopscience.iop.org
Recent results at the Large Hadron Collider (LHC) have pointed to enhanced physics
capabilities through the improvement of the real-time event processing techniques. Machine …