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Measurement of the cross section of top quark-antiquark pair production in association with a W boson in proton-proton collisions at TeV
Tu Thong Tran
The production of a top quark-antiquark pair in association with a W boson is measured in proton-proton collisions at a centre-of-mass energy of 13 TeV. The data recorded by the CM…
Measurements of azimuthal anisotropy of nonprompt D mesons in PbPb collisions at = 5.02 TeV
CMS Collaboration
Measurements of the elliptic () and triangular () azimuthal anisotropy coefficients are presented for D mesons produced in b hadron decays (nonprompt D mesons) in…
Proton reconstruction with the CMS-TOTEM Precision Proton Spectrometer
CMS, TOTEM Collaborations
The Precision Proton Spectrometer (PPS) of the CMS and TOTEM experiments collected 107.7 fb in proton-proton (pp) collisions at the LHC at 13 TeV (Run 2). This paper describ…
Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physics
Laurits Tani, Christian Veelken
When using machine learning (ML) techniques, users typically need to choose a plethora of algorithm-specific parameters, referred to as hyperparameters. In this paper, we compare t…