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20152025
most citedClassification without labels: Learning from mixed samples in high energy physics

297 citations · 436 across the 6 of their papers we have counts for

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hep-ph2020

Energy Flow in Particle Collisions

Eric M. Metodiev

In this thesis, I introduce a new bottom-up approach to quantum field theory and collider physics, beginning from the observable energy flow: the energy distribution produced by pa…

hep-ph2020

The Hidden Geometry of Particle Collisions

Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler

We establish that many fundamental concepts and techniques in quantum field theory and collider physics can be naturally understood and unified through a simple new geometric langu…

hep-ph2020

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…

hep-ph2019

OmniFold: A Method to Simultaneously Unfold All Observables

Anders Andreassen, Patrick T. Komiske, Eric M. Metodiev +2

Collider data must be corrected for detector effects ("unfolded") to be compared with many theoretical calculations and measurements from other experiments. Unfolding is traditiona…

hep-ph201920 cited

Cutting Multiparticle Correlators Down to Size

Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler

Multiparticle correlators are mathematical objects frequently encountered in quantum field theory and collider physics. By translating multiparticle correlators into the language o…

hep-ph2019

Exploring the Space of Jets with CMS Open Data

Patrick T. Komiske, Radha Mastandrea, Eric M. Metodiev +2

We explore the metric space of jets using public collider data from the CMS experiment. Starting from 2.3/fb of 7 TeV proton-proton collisions collected at the Large Hadron Collide…