[HTML][HTML] Science requirements and detector concepts for the electron-ion collider: EIC yellow report

RA Khalek, A Accardi, J Adam, D Adamiak, W Akers… - Nuclear Physics A, 2022 - Elsevier
This report describes the physics case, the resulting detector requirements, and the evolving
detector concepts for the experimental program at the Electron-Ion Collider (EIC). The EIC …

Machine learning and the physical sciences

G Carleo, I Cirac, K Cranmer, L Daudet, M Schuld… - Reviews of Modern …, 2019 - APS
Machine learning (ML) encompasses a broad range of algorithms and modeling tools used
for a vast array of data processing tasks, which has entered most scientific disciplines in …

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 …

Jet energy scale and resolution measured in proton–proton collisions at  TeV with the ATLAS detector

ATLAS Collaboration atlas. publications@ cern … - The European Physical …, 2021 - Springer
Jet energy scale and resolution measurements with their associated uncertainties are
reported for jets using 36–81 fb-1 of proton–proton collision data with a centre-of-mass …

[HTML][HTML] ATLAS flavour-tagging algorithms for the LHC Run 2 pp collision dataset

G Aad, B Abbott, DC Abbott, K Abeling, SH Abidi… - The European Physical …, 2023 - Springer
The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse
its dataset of\(\sqrt {s}= 13\) TeV pp collisions from Run 2 of the Large Hadron Collider are …

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 …

[PDF][PDF] Parton distributions from high-precision collider data: NNPDF Collaboration

RD Ball, V Bertone, S Carrazza, LD Debbio… - The European Physical …, 2017 - Springer
We present a new set of parton distributions, NNPDF3. 1, which updates NNPDF3. 0, the first
global set of PDFs determined using a methodology validated by a closure test. The update …

Event generation with Sherpa 2.2

E Bothmann, GS Chahal, S Höche, J Krause, F Krauss… - SciPost Physics, 2019 - scipost.org
Sherpa is a general-purpose Monte Carlo event generator for the simulation of particle
collisions in high-energy collider experiments. We summarize essential features and …

Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC

CMS collaboration - arxiv preprint arxiv:2012.06888, 2020 - arxiv.org
The performance is presented of the reconstruction and identification algorithms for
electrons and photons with the CMS experiment at the LHC. The reported results are based …

Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV

CMS collaboration - Journal of Instrumentation, 2018 - iopscience.iop.org
The success of the physics programme of the CMS experiment at the CERN LHC requires
the particles created in the LHC collisions to be reconstructed and identified as accurately as …