297 citations · 896 across the 41 of their papers we have counts for
4 papers · 1 filter
Jet and photon measurements with ATLAS
Benjamin Nachman
The strong force is responsible for a rich set of phenomena that can be probed using a variety of techniques over a wide energy and angular range at the Large Hadron Collider. This…
Classification without labels: Learning from mixed samples in high energy physics
Eric M. Metodiev, Benjamin Nachman, Jesse Thaler
Modern machine learning techniques can be used to construct powerful models for difficult collider physics problems. In many applications, however, these models are trained on impe…
Pileup Mitigation with Machine Learning (PUMML)
Patrick T. Komiske, Eric M. Metodiev, Benjamin Nachman +1
Pileup involves the contamination of the energy distribution arising from the primary collision of interest (leading vertex) by radiation from soft collisions (pileup). We develop…
Parton Radiation and Fragmentation from LHC to FCC-ee
David d'Enterria, Peter Z. Skands, D. Anderle +53
This document collects the proceedings of the "Parton Radiation and Fragmentation from LHC to FCC-ee" workshop (http://indico.cern.ch/e/ee\_jets16) held at CERN in Nov. 2016. The w…