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Patrick T. Komiske
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Articles
16
Pileup and Infrared Radiation Annihilation (PIRANHA): A Paradigm for Continuous Jet Grooming
2 October 2023 by
Samuel Alipour-Fard
and
others
High Energy Physics
Disentangling Quarks and Gluons with CMS Open Data
27 October 2022 by
Patrick Komiske
and
others
High Energy Physics
,
Data Analysis, Statistics and Probability
Degeneracy Engineering for Classical and Quantum Annealing: A Case Study of Sparse Linear Regression in Collider Physics
12 September 2022 by
Eric Anschuetz
and
others
Quantum Physics
,
High Energy Physics
Analyzing N-point Energy Correlators Inside Jets with CMS Open Data
20 May 2022 by
Patrick Komiske
and
others
High Energy Physics
,
Nuclear Experiment
Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution
10 May 2021 by
Anders Andreassen
and
others
Machine Learning
,
High Energy Physics
The Hidden Geometry of Particle Collisions
21 April 2020 by
Patrick Komiske
and
others
High Energy Physics
OmniFold: A Method to Simultaneously Unfold All Observables
16 April 2020 by
Anders Andreassen
and
others
High Energy Physics
,
Data Analysis, Statistics and Probability
Cutting Multiparticle Correlators Down to Size
19 February 2020 by
Patrick Komiske
and
others
High Energy Physics
,
Combinatorics
Exploring the Space of Jets with CMS Open Data
7 February 2020 by
Patrick Komiske
and
others
High Energy Physics
The Metric Space of Collider Events
16 February 2019 by
Patrick Komiske
and
others
High Energy Physics
Energy Flow Networks: Deep Sets for Particle Jets
11 January 2019 by
Patrick Komiske
and
others
High Energy Physics
,
Machine Learning
An operational definition of quark and gluon jets
9 November 2018 by
Patrick Komiske
and
others
High Energy Physics
Learning to Classify from Impure Samples with High-Dimensional Data
24 July 2018 by
Patrick Komiske
and
others
High Energy Physics
,
Machine Learning
Energy flow polynomials: A complete linear basis for jet substructure
3 April 2018 by
Patrick Komiske
and
others
High Energy Physics
Pileup Mitigation with Machine Learning (PUMML)
4 September 2017 by
Patrick Komiske
and
others
High Energy Physics
,
Machine Learning
Deep learning in color: towards automated quark/gluon jet discrimination
3 February 2017 by
Patrick Komiske
and
others
High Energy Physics
,
Machine Learning
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Key points
Topics
High Energy Physics
Machine Learning
Data Analysis, Statistics and Probability
Quantum Physics
Nuclear Experiment
Nuclear Theory
Combinatorics