EM
Eric M. Metodiev
hep-phhep-exstat.MLphysics.data-anhep-thphysics.acc-phanomaly detectionbeyond the standard modelcs.LGmachine learning
On Valency
published · living versionsW_vubvt2b9·v1 · currentpublished
Exploring the Space of Jets with CMS Open Data
with Patrick T. Komiske, Radha Mastandrea, Preksha Naik, Jesse Thaler
1 version
Preprints & journals
27 papers in the corpus · 2015–2025Unbinned measurement of thrust in collisions at = 91.2 GeV with ALEPH archived data2510.22038v1 · The Electron-Positron Alliance: Anthony Badea, Austin Baty, Hannah Bossi et al.2025 · 0 citationsarXiv
Analysis note: measurement of thrust in collisions at = 91 GeV with archived ALEPH data2507.14349v3 · Anthony Badea, Austin Baty, Hannah Bossi et al.2025 · 0 citationsarXiv
Anomaly Detection in Collider Physics via Factorized Observables2312.00119v2 · Eric M. Metodiev, Jesse Thaler, Raymond Wynne2023 · 9 citationsarXiv
Pileup and Infrared Radiation Annihilation (PIRANHA): A Paradigm for Continuous Jet Grooming2305.00989v3 · Samuel Alipour-Fard, Patrick T. Komiske, Eric M. Metodiev et al.2023 · 9 citationsJ. High Energ. Phys. 2023, 157 (2023)
The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics.34736231 · Kasieczka, Gregor, Nachman, Benjamin, Shih, David et al.2021 · 186 citationsReports on progress in physics. Physical Society (Great Britain). 2021;84(12)
Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution2105.04448v1 · Anders Andreassen, Patrick T. Komiske, Eric M. Metodiev et al.2021 · 19 citationsICLR simDL workshop 2021 (https://simdl.github.io/files/12.pdf)
Energy Flow in Particle Collisions2008.04910v1 · Eric M. Metodiev2020 · 0 citationsarXiv
OmniFold: A Method to Simultaneously Unfold All Observables.32441957 · Andreassen, Anders, Komiske, Patrick T, Metodiev, Eric M et al.2020 · 164 citationsPhysical review letters. 2020;124(18):182001
The Hidden Geometry of Particle Collisions2004.04159v3 · Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler2020 · 51 citationsarXiv
Les Houches 2019: Physics at TeV Colliders: Standard Model Working Group Report2003.01700v1 · S. Amoroso, P. Azzurri, J. Bendavid et al.2020 · 184 citationsarXiv
Cutting Multiparticle Correlators Down to Size1911.04491v2 · Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler2019 · 19 citationsPhys. Rev. D 101, 036019 (2020)
Exploring the Space of Jets with CMS Open Data1908.08542v2 · Patrick T. Komiske, Radha Mastandrea, Eric M. Metodiev et al.2019 · 65 citationsPhys. Rev. D 101, 034009 (2020)on Valency
Metric Space of Collider Events.31491282 · Komiske, Patrick T, Metodiev, Eric M, Thaler, Jesse2019 · 123 citationsPhysical review letters. 2019;123(4):041801
A Theory of Quark vs. Gluon Discrimination1906.01639v3 · Andrew J. Larkoski, Eric M. Metodiev2019 · 48 citationsJHEP 10 (2019) 014
The Machine Learning Landscape of Top Taggers1902.09914v3 · G. Kasieczka (ed), T. Plehn (ed), A. Butter et al.2019 · 265 citationsSciPost Phys. 7, 014 (2019)
Energy Flow Networks: Deep Sets for Particle Jets1810.05165v2 · Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler2018 · 253 citationsJHEP 01 (2019) 121
An operational definition of quark and gluon jets1809.01140v2 · Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler2018 · 57 citationsJHEP 11 (2018) 059
Jet Topics: Disentangling Quarks and Gluons at Colliders.29956945 · Metodiev, Eric M, Thaler, Jesse2018 · 96 citationsPhysical review letters. 2018;120(24):241602
Learning to Classify from Impure Samples with High-Dimensional Data1801.10158v2 · Patrick T. Komiske, Eric M. Metodiev, Benjamin Nachman et al.2018 · 108 citationsPhys. Rev. D 98, 011502 (2018)
Energy flow polynomials: A complete linear basis for jet substructure1712.07124v2 · Patrick T. Komiske, Eric M. Metodiev, Jesse Thaler2017 · 139 citationsJHEP 04 (2018) 013
Classification without labels: Learning from mixed samples in high energy physics1708.02949v3 · Eric M. Metodiev, Benjamin Nachman, Jesse Thaler2017 · 287 citationsJHEP 10 (2017) 174
Pileup Mitigation with Machine Learning (PUMML)1707.08600v3 · Patrick T. Komiske, Eric M. Metodiev, Benjamin Nachman et al.2017 · 120 citationsJHEP 12 (2017) 051
Deep learning in color: towards automated quark/gluon jet discrimination1612.01551v3 · Patrick T. Komiske, Eric M. Metodiev, Matthew D. Schwartz2016 · 292 citationsJHEP 01 (2017) 110
A storage ring experiment to detect a proton electric dipole moment.27910557 · Anastassopoulos, V, Andrianov, S, Baartman, R et al.2018 · 129 citationsThe Review of scientific instruments. 2016;87(11):115116
Numerical approach for unstructured quantum key distribution.27198739 · Coles, Patrick J, Metodiev, Eric M, Lütkenhaus, Norbert2018 · 159 citationsNature communications. 2016;7:11712
Thomas-BMT equation generalized to electric dipole moments and field gradients1507.04440v1 · Eric M. Metodiev2015 · 1 citationarXiv
Analytical Benchmarks for Precision Particle Tracking in Electric and Magnetic Rings1503.02247v2 · E.M. Metodiev, I.M. D'Silva, M. Fandaros et al.2015 · 13 citationsarXiv
Career total: 64 works. 27 are in this corpus.
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