Ring-based boosted decision trees with an in situ pileup correction improve real-time jet trigger calibration, doubling simulated HH to bbbb signal efficiency at fixed background acceptance.
The Reconstruction of Trilinear Higgs Couplings
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abstract
To establish the Higgs mechanism {\it sui generis} experimentally, the Higgs self-interaction potential must be reconstructed. This task requires the measurement of the trilinear and quadrilinear self-couplings, as predicted in the Standard Model or in supersymmetric theories. The couplings can be probed in multiple Higgs production at high-luminosity e+e- linear colliders. We present the theoretical analysis for the production of neutral Higgs-boson pairs in the relevant channels of double Higgs-strahlung and associated multiple Higgs production.
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Ring-based ML calibration with in situ pileup correction for real-time jet triggers
Ring-based boosted decision trees with an in situ pileup correction improve real-time jet trigger calibration, doubling simulated HH to bbbb signal efficiency at fixed background acceptance.