806 citations · 5.2k across the 82 of their papers we have counts for
3 papers · 1 filter
An Optimal Observable for Color Singlet Identification
Andy Buckley, Giuseppe Callea, Andrew J. Larkoski +1
We present a novel approach to construct a color tagger, i.e. an observable that is able to discriminate the decay of a color-singlet into two jets from a two-jet background in a d…
Towards Machine Learning Analytics for Jet Substructure
Gregor Kasieczka, Simone Marzani, Gregory Soyez +1
The past few years have seen a rapid development of machine-learning algorithms. While surely augmenting performance, these complex tools are often treated as black-boxes and may i…
Les Houches 2019: Physics at TeV Colliders: Standard Model Working Group Report
S. Amoroso, P. Azzurri, J. Bendavid +80
This Report summarizes the proceedings of the 2019 Les Houches workshop on Physics at TeV Colliders. Session 1 dealt with (I) new developments for high precision Standard Model cal…