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Regression Deep Neural Networks for top-quark-pair resonance searches in the dilepton channel
Several Beyond Standard Model (BSM) theories predict the existence of new massive particles decaying to pairs of top quarks, $t\bar{t}$. In this concept work, the key observable for such resonance searches, the top-pair system invariant mass, $m_{t\bar{t}}$, is reconstructed by training a deep neura...
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| Lenguaje: | eng |
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2022
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| Acceso en línea: | https://dx.doi.org/10.1393/ncc/i2022-22110-0 http://cds.cern.ch/record/2837854 |