On scientific understanding with artificial intelligence
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 …
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 …
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 …
measured in proton-proton collisions in the decay channel with two oppositely charged …
Unbinned multivariate observables for global SMEFT analyses from machine learning
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 …
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 …
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 …
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 …
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 …
observable technique (OOT) in situations where the standard model (SM) dominates over …
Unitarity bounds on effective field theories at the LHC
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 …
observables (eg cross sections with partonic center-of-mass energy\(\sqrt {\hat {s}}\)) as a …