“…The same-sign dilepton final state has three main sources of background: background from prompt standard model processes, background from events where the charge of one of the leptons is misidentified, and background from non-prompt or fake leptons. No significant excess is seen above the expected background and lower limits are placed on the $X_{5/3}$ mass of 1.16 (1.10) TeV for right (left) handed chirality particle while the expected limits are 1.20 (1.15) TeV for a right (left) handed $X_{5/3}$.…”
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“…The NSW will provide precise track-segment information to the muon Level-1 trigger system and hence reduce fake muon triggers. This article summarizes the simulation of the NSW trigger decision system, the track reconstruction algorithm implemented into the trigger processor and results of performance studies on the trigger system showing that the NSW will perform well in high luminosity conditions.…”
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“…Both physics performances in terms of efficiency and fake rates, and FPGA logic resource occupancy obtained with the developed algorithms are presented.…”
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“…Both physics performances in terms of efficiency and fake rates, and FPGA logic resource occupancy and timing obtained with the developed algorithms are presented.…”
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“…It is found that the efficiency, fake rate, and clone rate of our algorithm can reach until 94%, 8%, 0.7%, respectively, using the Search by Triplet algorithm and the time information.…”
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“…The uncertainties in the results were dominated by the systematic error related to the fake-tau background calculation, which involved a data-driven technique. …”
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“…In the present document we describe a first functional implementation of a GNN-based track pattern reconstruction for ITk, achieving a high GNN track reconstruction efficiency and promising fake track rate.…”
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“…Results about the track reconstruction are expressed in terms of the resolution on track parameters, the global efficiency of the track reconstruction and the fake rate in the two scenarios of mis-alignment, by comparing them with the scenario of a perfect alignment of the tracking devices. …”
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“…Receiver operating characteristic score of classifier increases from 0.81 to 0.95, that means reducing primary photons fake rate by factor of two or more.…”
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“…New TGC triplet chambers will replace the current TGC doublets in the barrel-endcap transition region to enhance the suppression of fake triggers in this region. A major upgrade of the power system is also planned. …”
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“…There are two categories of information sharing on social media that are believed to be potentially problematic and unethical: the sharing of personal information of patients and the sharing of fake news or false information. We present a discussion on how the response to the COVID-19 pandemic in Malaysia can be ethically handled in terms of information sharing. …”
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“…Each of these TELl1 boards has more than 18,000 parameters that need to be tuned in order to reduce the fake hits in the tracking systems. A high number of fake hits would result in poorer tracking performances. …”
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“…We develop a D=3 Cartesian formalism which suitably extends the definition of central and matter charges, as well as of black hole effective potential and first order "fake" superpotential, in order to deal with not necessarily axisimmetric solutions, and thus with multi-centered and/or (under-)rotating extremal black holes. …”
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“…Then, real acupressure was performed in the experimental group and fake acupressure in the sham group, and only routine care was provided for the control group. …”
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“…Finally, joint training real images with multiple different types of fake images created by a generative adversarial network showed up to 3.25% accuracy gain in classification accuracy. …”
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“…Training the predictor on real OCT scans with metadata and fake OCT scans improved the accuracy over the model trained on real OCT scans alone. …”
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“…These findings have implications for how policymakers and health authorities communicate with the public and deal with fake health information in the context of COVID-19.…”
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“…The tracking of charged particles is possible down to about 100 MeV/c, with good efficiency and negligible fake rate. The yield of charged kaons and protons can be extracted for total momenta below 0.8 and 1.5 GeV/c, respectively. …”
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“…Finally, by correlating high momentum tracks with the ATLAS calorimetry, fake tracks can also be rejected at very high pT. …”
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“…Copious backgrounds from QCD processes call for both efficient identification of hadronically decaying tau leptons, as well as large fake rejection. A solid understanding of the combined performance of the calorimeter and tracking detectors is also required. …”
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