For a benchmark singly charged scalar that decays to leptons plus invisible particles, LHC data still allow masses above about 185 GeV and in a window near 80-125 GeV, and a boosted-decision-tree search could probe these regions more efficiently than standard cut-based analyses.
cern.ch/lepsusy/
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Closing in on singly charged scalars
For a benchmark singly charged scalar that decays to leptons plus invisible particles, LHC data still allow masses above about 185 GeV and in a window near 80-125 GeV, and a boosted-decision-tree search could probe these regions more efficiently than standard cut-based analyses.