フォロー
Patrick T. Komiske III
Patrick T. Komiske III
確認したメール アドレス: mit.edu - ホームページ
タイトル
引用先
引用先
Energy flow networks: deep sets for particle jets
PT Komiske, EM Metodiev, J Thaler
Journal of High Energy Physics 2019 (1), 1-46, 2019
3772019
Deep learning in color: towards automated quark/gluon jet discrimination
PT Komiske, EM Metodiev, MD Schwartz
Journal of High Energy Physics 2017 (1), 1-23, 2017
3662017
The machine learning landscape of top taggers
G Kasieczka, T Plehn, A Butter, K Cranmer, D Debnath, BM Dillon, ...
SciPost Physics 7 (1), 014, 2019
2882019
Energy flow polynomials: A complete linear basis for jet substructure
PT Komiske, EM Metodiev, J Thaler
Journal of High Energy Physics 2018 (4), 1-54, 2018
2032018
The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics
G Kasieczka, B Nachman, D Shih, O Amram, A Andreassen, ...
Reports on progress in physics 84 (12), 124201, 2021
1952021
OmniFold: a method to simultaneously unfold all observables
A Andreassen, PT Komiske, EM Metodiev, B Nachman, J Thaler
Physical review letters 124 (18), 182001, 2020
1792020
Metric space of collider events
PT Komiske, EM Metodiev, J Thaler
Physical review letters 123 (4), 041801, 2019
1592019
Pileup mitigation with machine learning (PUMML)
PT Komiske, EM Metodiev, B Nachman, MD Schwartz
Journal of High Energy Physics 2017 (12), 1-20, 2017
1272017
Learning to classify from impure samples with high-dimensional data
PT Komiske, EM Metodiev, B Nachman, MD Schwartz
Physical Review D 98 (1), 011502, 2018
1072018
Analyzing -Point Energy Correlators inside Jets with CMS Open Data
PT Komiske, I Moult, J Thaler, HX Zhu
Physical Review Letters 130 (5), 051901, 2023
932023
An operational definition of quark and gluon jets
PT Komiske, EM Metodiev, J Thaler
Journal of High Energy Physics 2018 (11), 1-36, 2018
902018
The hidden geometry of particle collisions
PT Komiske, EM Metodiev, J Thaler
Journal of High Energy Physics 2020 (7), 1-53, 2020
712020
Exploring the space of jets with CMS open data
PT Komiske, R Mastandrea, EM Metodiev, P Naik, J Thaler
Physical Review D 101 (3), 034009, 2020
622020
Disentangling quarks and gluons in CMS open data
PT Komiske, S Kryhin, J Thaler
Physical Review D 106 (9), 094021, 2022
332022
Scaffolding simulations with deep learning for high-dimensional deconvolution
A Andreassen, PT Komiske, EM Metodiev, B Nachman, A Suresh, ...
arXiv preprint arXiv:2105.04448, 2021
292021
Cutting multiparticle correlators down to size
PT Komiske, EM Metodiev, J Thaler
Physical Review D 101 (3), 036019, 2020
242020
Preserving new physics while simultaneously unfolding all observables
P Komiske, WP McCormack, B Nachman
Physical Review D 104 (7), 076027, 2021
92021
Learning to remove Pileup at the LHC with Jet Images
PT Komiske, EM Metodiev, B Nachman, MD Schwartz
Journal of Physics: Conference Series 1085 (4), 042010, 2018
92018
Pileup and Infrared Radiation Annihilation (PIRANHA): a paradigm for continuous jet grooming
S Alipour-Fard, PT Komiske, EM Metodiev, J Thaler
Journal of High Energy Physics 2023 (9), 1-81, 2023
72023
Degeneracy engineering for classical and quantum annealing: A case study of sparse linear regression in collider physics
ER Anschuetz, L Funcke, PT Komiske, S Kryhin, J Thaler
Physical Review D 106 (5), 056008, 2022
22022
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