Parton Shower Uncertainties in Jet Substructure Analyses with Deep Neural Networks

James Barnard, Edmund Noel Dawe, Matthew J. Dolan +1

Machine learning methods incorporating deep neural networks have been the subject of recent proposals for new hadronic resonance taggers. These methods require training on a datase…