Artificial proto-modelling: building precursors of a next standard model from simplified model results

@article{Waltenberger2021ArtificialPB,
  title={Artificial proto-modelling: building precursors of a next standard model from simplified model results},
  author={Wolfgang Waltenberger and Andre Lessa and Sabine Kraml},
  journal={Journal of High Energy Physics},
  year={2021},
  volume={2021}
}
We present a novel algorithm to identify potential dispersed signals of new physics in the slew of published LHC results. It employs a random walk algorithm to introduce sets of new particles, dubbed "proto-models", which are tested against simplified-model results from ATLAS and CMS (exploiting the SModelS software framework). A combinatorial algorithm identifies the set of analyses and/or signal regions that maximally violates the SM hypothesis, while remaining compatible with the entirety of… Expand
Artificial proto-modelling with simplified-model results from the LHC
Sabine Kraml, André Lessa, Wolfgang Waltenberger 1 Laboratoire de Physique Subatomique et de Cosmologie, Université Grenoble-Alpes, CNRS/IN2P3, 53 Avenue des Martyrs, F-38026 Grenoble, France 2Expand
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