Kinematics variables of Higgs and background data

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Raw kinematic variables of simulated diphoton Higgs boson decays (kinematical_variables-sig.csv) and other diphoton decay channels (kinematical_variables-bkg.csv). Weak classifiers are constructed from cuts on these variables to produce weak classification signals for Higgs (sig.csv) and other Standard Model (bkg.csv) diphoton decays.

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Related Publication: Solving a Higgs optimization problem with quantum annealing for machine learning Alex Mott Department of Physics, California Institute of Technology, Pasadena, 91125, California, USA. DeepMind, London, UK. Joshua Job Department of Physics, University of Southern California, Los Angeles, 90089, California, USA. Center for Quantum Information Science and Technology, University of Southern California, Los Angeles, 90089, California, USA. Jean-Roch Vlimant Department of Physics, California Institute of Technology, Pasadena, 91125, California, USA Daniel Lidar Center for Quantum Information Science and Technology, University of Southern California, Los Angeles, 90089, California, USA. Departments of Electrical Engineering, Chemistry and Physics, University of Southern California, Los Angeles, 90089, California, USA. Maria Spiropulu Department of Physics, California Institute of Technology, Pasadena, 91125, California, USA. Nature 2017-10-19 https://doi.org/10.1038/nature24047 eng

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