Exploring QCD matter in extreme conditions with Machine Learning

K Zhou, L Wang, LG Pang, S Shi - Progress in Particle and Nuclear Physics, 2024 - Elsevier
In recent years, machine learning has emerged as a powerful computational tool and novel
problem-solving perspective for physics, offering new avenues for studying strongly …

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 …

Measurements of properties of the Higgs boson decaying into the four-lepton final state in pp collisions at TeV

AM Sirunyan, A Tumasyan, W Adam, F Ambrogi… - Journal of High Energy …, 2017 - Springer
A bstract Properties of the Higgs boson are measured in the H→ ZZ→ 4ℓ (ℓ= e, μ) decay
channel. A data sample of proton-proton collisions at\(\sqrt {s}= 13\) TeV, collected with the …

Measurements of the Higgs boson width and anomalous couplings from on-shell and off-shell production in the four-lepton final state

AM Sirunyan, A Tumasyan, W Adam, F Ambrogi… - Physical Review D, 2019 - APS
Studies of on-shell and off-shell Higgs boson production in the four-lepton final state are
presented, using data from the CMS experiment at the LHC that correspond to an integrated …

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 …

Measurement of the Higgs boson production rate in association with top quarks in final states with electrons, muons, and hadronically decaying tau leptons at 13 …

CMS collaboration - arXiv preprint arXiv:2011.03652, 2020 - arxiv.org
The rate for Higgs (H) bosons production in association with either one (tH) or two ($\mathrm
{t\bar {t}} $ H) top quarks is measured in final states containing multiple electrons, muons, or …

Observation of the Higgs boson decay to a pair of tau leptons with the CMS detector

CMS collaboration - arXiv preprint arXiv:1708.00373, 2017 - arxiv.org
A measurement of the coupling strength of the Higgs boson to a pair of tau leptons is
performed using events recorded in proton-proton collisions by the CMS experiment at the …

LHAPDF6: parton density access in the LHC precision era

A Buckley, J Ferrando, S Lloyd, K Nordström… - The European Physical …, 2015 - Springer
The Fortran LHAPDF library has been a long-term workhorse in particle physics, providing
standardised access to parton density functions for experimental and phenomenological …

Parton distributions for the LHC Run II

RD Ball, V Bertone, S Carrazza, CS Deans… - Journal of High Energy …, 2015 - Springer
A bstract We present NNPDF3. 0, the first set of parton distribution functions (PDFs)
determined with a methodology validated by a closure test. NNPDF3. 0 uses a global …

Measurements of differential cross sections in proton-proton collisions at TeV using events containing two leptons

AM Sirunyan, A Tumasyan, W Adam, F Ambrogi… - Journal of High Energy …, 2019 - Springer
Measurements of differential top quark pair tt¯ cross sections using events produced in
proton-proton collisions at a centre-of-mass energy of 13 TeV containing two oppositely …