Publications

Below is a list of my publications. Links to journal pages, preprints, and software are given wherever possible. Special remarks are indicated by the symbol ★. Papers are listed in reverse-chronological order. Following the convention in particle physics, all authors are listed alphabetically from 2016 onward.

2018

Preprint, 2018
Journal of High Energy Physics, 11 2018:059, 2018
Physical Review D, 98 011502, 2018
Physical Review Letters, 120 241602, 2018
★ Selected as a PRL Editors’ Suggestion. Featured in an APS Physics Synopsis.
Journal of High Energy Physics, 04 2018:013, 2018

2017

Journal of High Energy Physics, 12 2017:051, 2017
Journal of High Energy Physics, 10 2017:174, 2017
Journal of High Energy Physics, 01 2017:110, 2017

2016

Review of Scientific Instruments, 87 115116, 2016
Nature Communications, 7 11712, 2016

2015

Nuclear Instruments and Methods in Physics Research, A 797, 2015

2014

Physical Review Special Topics - Accelerators and Beams, 17 074002, 2014

Talks

Disentangling Jet Categories at Colliders

2018

On the Topic of Jets: An Operational Definition of Quark and Gluon Jets
Jet Physics & Modern Machine Learning

2017

Weak Supervision in High Dimensions
A complete, linear basis for (machine) learning jet substructure
(Machine) Learning to Remove Pileup at the LHC
Learning to Remove Pileup at the LHC with Jet Images
Pileup Mitigation with Machine Learning

2014

Fringe E-Fields of Deflectors in the Storage Ring pEDM Experiment

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