On scientific understanding with artificial intelligence

M Krenn, R Pollice, SY Guo, M Aldeghi… - Nature Reviews …, 2022 - nature.com
An oracle that correctly predicts the outcome of every particle physics experiment, the
products of every possible chemical reaction or the function of every protein would …

[HTML][HTML] Stairway to discovery: a report on the CMS programme of cross section measurements from millibarns to femtobarns

CMS Collaboration - Physics Reports, 2024 - Elsevier
Abstract The Large Hadron Collider at CERN, delivering proton–proton collisions at much
higher energies and far higher luminosities than previous machines, has enabled a …

Measurement of the inclusive and differential t γ cross sections in the dilepton channel and effective field theory interpretation in proton-proton collisions at = 13 …

A Tumasyan, W Adam, JW Andrejkovic… - Journal of High Energy …, 2022 - Springer
A bstract The production cross section of a top quark pair in association with a photon is
measured in proton-proton collisions in the decay channel with two oppositely charged …

Unbinned multivariate observables for global SMEFT analyses from machine learning

RG Ambrosio, J ter Hoeve, M Madigan, J Rojo… - Journal of High Energy …, 2023 - Springer
A bstract Theoretical interpretations of particle physics data, such as the determination of the
Wilson coefficients of the Standard Model Effective Field Theory (SMEFT), often involve the …

LHC EFT WG Note: SMEFT predictions, event reweighting, and simulation

A Belvedere, S Bhattacharya, G Boldrini… - SciPost Physics …, 2024 - scipost.org
This note provides a comprehensive overview of tools for predicting observables in the
Standard Model effective field theory (SMEFT) at both tree level and one loop using event …

Search for physics beyond the standard model in top quark production with additional leptons in the context of effective field theory

CMS collaboration - arXiv preprint arXiv:2307.15761, 2023 - arxiv.org
A search for new physics in top quark production with additional final-state leptons is
performed using data collected by the CMS experiment in proton-proton collisions at $\sqrt …

Search for new physics using effective field theory in 13 TeV pp collision events that contain a top quark pair and a boosted Z or Higgs boson

CMS collaboration - arXiv preprint arXiv:2208.12837, 2022 - arxiv.org
A data sample containing top quark pairs ($\mathrm {t\bar {t}} $) produced in association
with a Lorentz-boosted Z or Higgs boson is used to search for signs of new physics using …

Optimal determination of new physics couplings: a comparative study

S Bhattacharya, S Jahedi, J Wudka - Journal of High Energy Physics, 2023 - Springer
A bstract We study the determination of new physics (NP) parameters using the optimal
observable technique (OOT) in situations where the standard model (SM) dominates over …

Four-top quark physics at the LHC

F Blekman, F Déliot, V Dutta, E Usai - Universe, 2022 - mdpi.com
The production of four top quarks presents a rare process in the Standard Model that
provides unique opportunities and sensitivity to Standard Model observables including …

Unitarity bounds on effective field theories at the LHC

T Cohen, J Doss, X Lu - Journal of High Energy Physics, 2022 - Springer
A bstract Effective Field Theory (EFT) extensions of the Standard Model are tools to compute
observables (eg cross sections with partonic center-of-mass energy\(\sqrt {\hat {s}}\)) as a …