Featured Researches

High Energy Physics Experiment

Early charmlessBphysics at Belle II

We report on the first measurements of branching fractions, CP-violating charge asymmetries, and longitudinal polarization fractions in charmlessBdecays at the Belle II experiment. We use a sample of electron-positron collisions collected in 2019 and 2020 at theΥ(4S)resonance that corresponds to 34.6 fb??of integrated luminosity. The results are compatible with the known values, which indicates a good understanding of detector performance.

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High Energy Physics Experiment

Effect of new jet substructure measurements on Pythia8 tunes

This study used the recent ATLAS jet substructure measurements to see if any improvements can be made to the commonly used Pythia8 Monash and A14 tunes.

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High Energy Physics Experiment

Effective field theory interactions for liquid argon target in DarkSide-50 experiment

We reanalize data collected with the DarkSide-50 experiment and recently used to set limits on the spin-independent interaction rate of weakly interacting massive particles (WIMPs) on argon nuclei with an effective field theory framework. The dataset corresponds to a total (16660±270) kg d exposure using a target of low-radioactivity argon extracted from underground sources. We obtain upper limits on the effective couplings of the 12 leading operators in the nonrelativistic systematic expansion. For each effective coupling we set constraints on WIMP-nucleon cross sections, setting upper limits between2.4×10−45cm2and2.3×10−42cm2(8.9×10−45cm2and 6.0×10−42cm2) for WIMPs of mass of 100GeV/c2(1000GeV/c2) at 90\% confidence level.

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High Energy Physics Experiment

Efficiency Parameterization with Neural Networks

Multidimensional efficiency maps are commonly used in high energy physics experiments to mitigate the limitations in the generation of large samples of simulated events. Binned multidimensional efficiency maps are however strongly limited by statistics. We propose a neural network approach to learn ratios of local densities to estimate in an optimal fashion efficiencies as a function of a set of parameters. Graph neural network techniques are used to account for the high dimensional correlations between different physics objects in the event. We show in a specific toy model how this method is applicable to produce accurate multidimensional efficiency maps for heavy flavor tagging classifiers in HEP experiments, including for processes on which it was not trained.

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High Energy Physics Experiment

Eliminatingvolumefluctuations in fixed-target heavy-ion experiments

Experimental and theoretical studies of fluctuations in nucleus-nucleus interactions at high energies have started to play a major role in understanding of the concept of strong interactions. The elaborated procedures have been developed to disentangle different processes happening during nucleus-nucleus collisions. The fluctuations caused by a variation of the number of nucleons which participated in a collision are frequently considered the unwanted one. The methods to eliminate these fluctuations in fixed-target experiments are reviewed and tested. They can be of key importance in the following ongoing fixed-target heavy-ion experiments: NA61/SHINE at the CERN SPS, STAR-FT at the BNL RHIC, BM\@N at JINR Nuclotron, HADES at the GSI SIS18 and in future experiments such as NA60+ at the CERN SPS, CBM at the FAIR SIS100, JHITS at J-PARC-HI MR.

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High Energy Physics Experiment

Emulating the impact of additional proton-proton interactions in the ATLAS simulation by pre-sampling sets of inelastic Monte Carlo events

The accurate simulation of additional interactions at the ATLAS experiment for the analysis of proton-proton collisions delivered by the Large Hadron Collider presents a significant challenge to the computing resources. During the LHC Run (2015-2018) there were up to 70 inelastic interactions per bunch crossing, which need to be accounted for in Monte Carlo (MC) production. In this document, a new method to account for these additional interactions in the simulation chain is described. Instead of sampling the inelastic interactions and adding their energy deposits to a hard-scatter interaction one-by-one, the inelastic interactions are presampled, independent of the hard scatter, and stored as combined events. Consequently, for each hard-scatter interaction only one such presampled event needs to be added as part of the simulation chain. For the Run 2 simulation chain, with an average of 35 interactions per bunch crossing, this new method provides a substantial reduction in MC production CPU needs of around 20%, while reproducing the properties of the reconstructed quantities relevant for physics analyses with good accuracy.

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High Energy Physics Experiment

Erratum to "Measurement of thee+e−→π+π−cross section between 600 and 900 MeV using initial state radiation"

In Phys. Lett. B 753, 629-638 (2016) [arXiv:1507.08188] the BESIII collaboration published a cross section measurement of the processe+e−→π+π−in the energy range between 600 and 900 MeV. In this erratum we report a corrected evaluation of the statistical errors in terms of a fully propagated covariance matrix. The correction also yields a reduced statistical uncertainty for the hadronic vacuum polarization contribution to the anomalous magnetic moment of the muon, which now reads asaππ,LOμ(600−900MeV)=(368.2±1.5stat±3.3syst)×10−10. The central values of the cross section measurement and ofaππ,LOμ, as well as the systematic uncertainties remain unchanged.

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High Energy Physics Experiment

Evidence for Higgs boson decay to a pair of muons

Evidence for Higgs boson decay to a pair of muons is presented. This result combines searches in four exclusive categories targeting the production of the Higgs boson via gluon fusion, via vector boson fusion, in association with a vector boson, and in association with a top quark-antiquark pair. The analysis is performed using proton-proton collision data ats√=13 TeV, corresponding to an integrated luminosity of 137 fb−1, recorded by the CMS experiment at the CERN LHC. An excess of events over the background expectation is observed in data with a significance of 3.0 standard deviations, where the expectation for the standard model (SM) Higgs boson with mass of 125.38 GeV is 2.5. The combination of this result with that from data recorded ats√=7 and 8 TeV, corresponding to integrated luminosities of 5.1 and 19.7 fb−1, respectively, increases both the expected and observed significances by 1%. The measured signal strength, relative to the SM prediction, is 1.19+0.40−0.39(stat)+0.15−0.14(syst). This result constitutes the first evidence for the decay of the Higgs boson to second generation fermions and is the most precise measurement of the Higgs boson coupling to muons reported to date.

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High Energy Physics Experiment

Evidence for X(3872) in PbPb collisions and studies of its prompt production atsNN????????=5.02 TeV

The first evidence for X(3872) production in relativistic heavy ion collisions is reported. The X(3872) production is studied in lead-lead (PbPb) collisions at a center-of-mass energy ofsNN????????=5.02 TeV per nucleon pair, using the decay chain X(3872)??J/??+?????μ+μ???+???. The data were recorded with the CMS detector in 2018 and correspond to an integrated luminosity of 1.7 nb??. The measurement is performed in the rapidity and transverse momentum ranges|y|<1.6 and 15<pT<50 GeV/c. The significance of the inclusive X(3872) signal is 4.2 standard deviations. The prompt X(3872) to?(2S) yield ratio is found to be?PbPb=1.08±0.49 (stat)±0.52 (syst), to be compared with typical values of 0.1 for pp collisions. This result provides a unique experimental input to theoretical models of the X(3872) production mechanism, and of the nature of this exotic state.

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High Energy Physics Experiment

Evidence for a vector charmonium-like state ine+e−→D+sD∗s2(2573)−+c.c.

We report the measurement ofe+e−→D+sD∗s2(2573)−+c.c.via initial-state radiation using a data sample of an integrated luminosity of 921.9 fb−1collected with the Belle detector at theΥ(4S)and nearby. We find evidence for an enhancement with a 3.4σsignificance in the invariant mass ofD+sD∗s2(2573)−+c.c.The measured mass and width are(4619.8+8.9−8.0(stat.)±2.3(syst.)) MeV/c2and(47.0+31.3−14.8(stat.)±4.6(syst.)) MeV, respectively. The mass, width, and quantum numbers of this enhancement are consistent with the charmonium-like state at 4626 MeV/c2recently reported by Belle ine+e−→D+sDs1(2536)−+c.c.The product of thee+e−→D+sD∗s2(2573)−+c.c.cross section and the branching fraction ofD∗s2(2573)−→D¯0K−is measured fromD+sD∗s2(2573)−threshold to 5.6 GeV.

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