Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques
Albert M. Sirunyan, A. Tumasyan, W. Adam, F. Ambrogi et autres
Machine-learning (ML) techniques are explored to identify and classify hadronic decays of highly Lorentz-boosted W/Z/Higgs bosons and top quarks.Techniques without ML have also been evaluated and are included for comparison.The identification performances of a variety of algorithms are characterized in simulated events …
am, at, by, be, br (code pays fourni par la source)
158 citations
Journal of Instrumentation