PDF4LHC recommendations for LHC run II

J Butterworth, S Carrazza… - Journal of Physics G …, 2016 - iopscience.iop.org
We provide an updated recommendation for the usage of sets of parton distribution functions
(PDFs) and the assessment of PDF and PDF+ ${\alpha} _ {s} $ uncertainties suitable for …

Colloquium: Machine learning in nuclear physics

A Boehnlein, M Diefenthaler, N Sato, M Schram… - Reviews of modern …, 2022 - APS
Advances in machine learning methods provide tools that have broad applicability in
scientific research. These techniques are being applied across the diversity of nuclear …

Muon reconstruction and identification efficiency in ATLAS using the full Run 2 pp collision data set at TeV

ATLAS Collaboration atlas. publications@ cern … - The European Physical …, 2021 - Springer
This article documents the muon reconstruction and identification efficiency obtained by the
ATLAS experiment for 139 fb^-1 fb-1 of pp collision data at s= 13 s= 13 TeV collected …

Electron and photon performance measurements with the ATLAS detector using the 2015–2017 LHC proton-proton collision data

G Aad, B Abbott, DC Abbott, AA Abud… - Journal of …, 2019 - iopscience.iop.org
Electron and photon performance measurements with the ATLAS detector using the 2015–2017
LHC proton-proton collision data Page 1 Journal of Instrumentation OPEN ACCESS Electron …

Performance of missing transverse momentum reconstruction with the ATLAS detector using proton-proton collisions at = 13 TeV

Atlas Collaboration - arxiv preprint arxiv:1802.08168, 2018 - arxiv.org
The performance of the missing transverse momentum (E $ _ {T}^{miss} $) reconstruction
with the ATLAS detector is evaluated using data collected in proton-proton collisions at the …

Extraction and validation of a new set of CMS pythia8 tunes from underlying-event measurements

AM Sirunyan, A Tumasyan, W Adam, F Ambrogi… - The European Physical …, 2020 - Springer
New sets of CMS underlying-event parameters (“tunes”) are presented for the pythia 8 event
generator. These tunes use the NNPDF3. 1 parton distribution functions (PDFs) at leading …

Event generator tunes obtained from underlying event and multiparton scattering measurements

V Khachatryan, AM Sirunyan, A Tumasyan… - The European Physical …, 2016 - Springer
New sets of parameters (“tunes”) for the underlying-event (UE) modelling of the pythia 8,
pythia6 and herwig++ Monte Carlo event generators are constructed using different parton …

Performance of electron and photon triggers in ATLAS during LHC Run 2

ATLAS Collaboration atlas. publications@ cern … - The European Physical …, 2020 - Springer
Electron and photon triggers covering transverse energies from 5 GeV GeV to several TeV
TeV are essential for the ATLAS experiment to record signals for a wide variety of physics …

Jet energy scale measurements and their systematic uncertainties in proton-proton collisions at with the ATLAS detector

M Aaboud, G Aad, B Abbott, J Abdallah, O Abdinov… - Physical Review D, 2017 - APS
Jet energy scale measurements and their systematic uncertainties are reported for jets
measured with the ATLAS detector using proton-proton collision data with a center-of-mass …

Electron efficiency measurements with the ATLAS detector using 2012 LHC proton–proton collision data

Atlas Collaboration - 2017 - Springer
This paper describes the algorithms for the reconstruction and identification of electrons in
the central region of the ATLAS detector at the Large Hadron Collider (LHC). These …