Barry M. Dillon

42 results

Citation Summary

Most Recent

Anomalies, representations, and self-supervision

(Jan 11, 2023)

Published in:
- SciPost Phys.Core 7 (2024) 056,
- SciPost Phys.Core 7 (2024) 056
•
e-Print:
- 2301.04660 [hep-ph]

DOI

reference search20 citations

Performance versus resilience in modern quark-gluon tagging

Anja Butter
(
- U. Heidelberg, ITP and
- LPNHE, Paris
)
,
Barry M. Dillon
(
- U. Heidelberg, ITP
)
,
Tilman Plehn
(
- U. Heidelberg, ITP
)
,
Lorenz Vogel
(
- U. Heidelberg, ITP
)

(Dec 20, 2022)

Published in:
- SciPost Phys.Core 6 (2023) 085
•
e-Print:
- 2212.10493 [hep-ph]

DOI

reference search9 citations

Modern Machine Learning for LHC Physicists

Tilman Plehn
(
- U. Heidelberg, ITP
)
,
Anja Butter
(
- U. Heidelberg, ITP and
- LPNHE, Paris
)
,
Barry Dillon
(
- U. Heidelberg, ITP
)
,
Theo Heimel
,
Claudius Krause
(
- U. Heidelberg, ITP and
- Rutgers U., Piscataway
)

et al.

(Nov 2, 2022)

e-Print:
- 2211.01421 [hep-ph]

pdf

reference search53 citations

TF07 Snowmass Report: Theory of Collider Phenomena

F. Maltoni
(
- Louvain U., CP3 and
- INFN, Bologna and
- U. Bologna, DIFA
)
,
S. Su
(
- Arizona U.
)
,
J. Thaler
(
- MIT, Cambridge, CTP and
- IAIFI, Cambridge and
- Harvard U.
)
,
T.K. Aarrestad
(
- CERN
)
,
A. Aboubrahim
(
- Munster U., ITP
)

et al.

(Oct 5, 2022)

Contribution to:
- Snowmass 2021
•
e-Print:
- 2210.02591 [hep-ph]

reference search13 citations

Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning

Phiala Shanahan
(
- MIT
)
,
Kazuhiro Terao
(
- SLAC
)
,
Daniel Whiteson
(
- UC, Irvine
)
,
Gert Aarts
(
- Swansea U. and
- ECT, Trento and
- Fond. Bruno Kessler, Trento
)
,
Andreas Adelmann
(
- Northeastern U. and
- PSI, Villigen
)

et al.

(Sep 15, 2022)

Contribution to:
- Snowmass 2021
•
e-Print:
- 2209.07559 [physics.comp-ph]

reference search40 citations

A normalized autoencoder for LHC triggers

Barry M. Dillon
(
- U. Heidelberg, ITP
)
,
Luigi Favaro
(
- U. Heidelberg, ITP
)
,
Tilman Plehn
(
- U. Heidelberg, ITP
)
,
Peter Sorrenson
(
- U. Heidelberg (main)
)
,
Michael Krämer
(
- RWTH Aachen U.
)

(Jun 28, 2022)

Published in:
- SciPost Phys.Core 6 (2023) 074
•
e-Print:
- 2206.14225 [hep-ph]

DOI

reference search27 citations

Self-supervised anomaly detection for new physics

Barry M. Dillon
(
- Heidelberg U.
)
,
Radha Mastandrea
(
- UC, Berkeley and
- LBNL, Berkeley and
- Sao Paulo, IFT
)
,
Benjamin Nachman
(
- LBNL, Berkeley and
- Sao Paulo, IFT and
- UC, Berkeley
)

(May 20, 2022)

Published in:
- Phys.Rev.D 106 (2022) 5, 056005
•
e-Print:
- 2205.10380 [hep-ph]

pdfDOI

reference search30 citations

Jets and Jet Substructure at Future Colliders

et al.

(Mar 14, 2022)

Published in:
- Front.in Phys. 10 (2022) 897719
•
e-Print:
- 2203.07462 [hep-ph]

linksDOI

reference search20 citations

What's anomalous in LHC jets?

Thorsten Buss
(
- U. Heidelberg, ITP
)
,
Barry M. Dillon
(
- U. Heidelberg, ITP
)
,
Thorben Finke
(
- RWTH Aachen U.
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Alessandro Morandini
(
- RWTH Aachen U.
)

et al.

(Feb 1, 2022)

Published in:
- SciPost Phys. 15 (2023) 4, 168,
- SciPost Phys. 15 (2023) 168
•
e-Print:
- 2202.00686 [hep-ph]

DOI

reference search30 citations

Symmetries, safety, and self-supervision

#10

Barry M. Dillon
(
- U. Heidelberg, ITP
)
,
Gregor Kasieczka
(
- Hamburg U.
)
,
Hans Olischlager
(
- U. Heidelberg, ITP
)
,
Tilman Plehn
(
- U. Heidelberg, ITP
)
,
Peter Sorrenson
(
- U. Heidelberg (main)
)

et al.

(Aug 9, 2021)

Published in:
- SciPost Phys. 12 (2022) 6, 188
•
e-Print:
- 2108.04253 [hep-ph]

DOI

reference search64 citations

Bayesian probabilistic modeling for four-top production at the LHC

#11

et al.

(Jul 1, 2021)

Published in:
- Phys.Rev.D 105 (2022) 9, 092001
•
e-Print:
- 2107.00668 [hep-ph]

pdfDOI

reference search7 citations

Learning Latent Jet Structure

#12

Barry M. Dillon
(
- U. Heidelberg, ITP
)
,
Darius A. Faroughy
(
- Zurich U.
)
,
Jernej F. Kamenik
(
- Stefan Inst., Ljubljana
)
,
Manuel Szewc
(
- ICAS, UNSAM, Buenos Aires
)

(Jun 29, 2021)

Published in:
- Symmetry 13 (2021) 7, 1167

pdfDOI

reference search3 citations

Better Latent Spaces for Better Autoencoders

#13

Barry M. Dillon
(
- Heidelberg U.
)
,
Tilman Plehn
(
- Heidelberg U.
)
,
Christof Sauer
(
- Heidelberg U.
)
,
Peter Sorrenson
(
- Heidelberg Observ.
)

(Apr 16, 2021)

Published in:
- SciPost Phys. 11 (2021) 061
•
e-Print:
- 2104.08291 [hep-ph]

pdfDOI

reference search53 citations

Bump hunting in latent space

#14

Blaž Bortolato
(
- Stefan Inst., Ljubljana
)
,
Aleks Smolkovič
(
- Stefan Inst., Ljubljana
)
,
Barry M. Dillon
(
- Heidelberg U.
)
,
Jernej F. Kamenik
(
- Ljubljana U.
)

(Mar 11, 2021)

Published in:
- Phys.Rev.D 105 (2022) 11, 115009
•
e-Print:
- 2103.06595 [hep-ph]

pdfDOI

reference search53 citations

The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics

#15

Gregor Kasieczka
(
- Hamburg U.
)
,
Benjamin Nachman
(
- LBL, Berkeley and
- UC, Berkeley, Miller Inst.
)
,
David Shih
(
- Rutgers U., Piscataway
)
,
Oz Amram
(
- Johns Hopkins U.
)
,
Anders Andreassen
(
- Google Inc.
)

et al.

(Jan 20, 2021)

Published in:
- Rept.Prog.Phys. 84 (2021) 12, 124201
•
e-Print:
- 2101.08320 [hep-ph]

pdfDOI

reference search165 citations

A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications

#16

DarkMachines High Dimensional Sampling Group

•

Csaba Balázs
(
- Monash U.
)

et al.

(Jan 12, 2021)

Published in:
- JHEP 05 (2021) 108
•
e-Print:
- 2101.04525 [hep-ph]

DOI

reference search24 citations

Learning the latent structure of collider events

#17

B.M. Dillon
(
- Stefan Inst., Ljubljana
)
,
D.A. Faroughy
(
- Zurich U.
)
,
J.F. Kamenik
(
- Stefan Inst., Ljubljana and
- Ljubljana U.
)
,
M. Szewc
(
- ICAS, UNSAM, Buenos Aires and
- Buenos Aires, CONICET
)

(May 25, 2020)

Published in:
- JHEP 10 (2020) 206
•
e-Print:
- 2005.12319 [hep-ph]

DOI

reference search57 citations

Reinterpretation of LHC Results for New Physics: Status and Recommendations after Run 2

#18

LHC Reinterpretation Forum

Collaboration

•

Waleed Abdallah
(
- Harish-Chandra Res. Inst. and
- Cairo U.
)

et al.

(Mar 19, 2020)

Published in:
- SciPost Phys. 9 (2020) 2, 022
•
e-Print:
- 2003.07868 [hep-ph]

linksDOI

reference search84 citations

Dilaton portal in strongly interacting twin Higgs models

#19

Aqeel Ahmed
(
- Brussels U., IIHE
)
,
Barry M. Dillon
(
- Stefan Inst., Ljubljana
)
,
Saereh Najjari
(
- Brussels U., IIHE
)

(Nov 12, 2019)

Published in:
- JHEP 02 (2020) 124
•
e-Print:
- 1911.05085 [hep-ph]

DOI

reference search8 citations

Higgs boson potential at colliders: Status and perspectives

#20

Biagio Di Micco
(
- INFN, Rome3 and
- Rome III U.
)
(ed.)
,
Maxime Gouzevitch
(
- Lyon, IPN
)
(ed.)
,
Javier Mazzitelli
(
- Zurich U.
)
(ed.)
,
Caterina Vernieri
(
- SLAC
)
(ed.)
,
J. Alison
(
- Carnegie Mellon U.
)

et al.

(Sep 30, 2019)

Published in:
- Rev.Phys. 5 (2020) 100045
•
Contribution to:
- Double Higgs Production at Colliders
•
e-Print:
- 1910.00012 [hep-ph]

linksDOI

reference search225 citations

Composite Higgs at high transverse momentum

#21

Andrea Banfi
(
- Sussex U.
)
,
Barry M. Dillon
(
- Stefan Inst., Ljubljana
)
,
Wissarut Ketaiam
(
- Sussex U.
)
,
Sandra Kvedaraite
(
- Sussex U.
)

(May 29, 2019)

Published in:
- JHEP 01 (2020) 089
•
e-Print:
- 1905.12747 [hep-ph]

DOI

reference search9 citations

Axion-like-particle decay in strong electromagnetic backgrounds

#22

B. King
(
- Plymouth U.
)
,
B.M. Dillon
(
- Stefan Inst., Ljubljana
)
,
K.A. Beyer
(
- Oxford U.
)
,
G. Gregori
(
- Oxford U.
)

(May 13, 2019)

Published in:
- JHEP 12 (2019) 162,
- JHEP 19 (2020) 162
•
e-Print:
- 1905.05201 [hep-ph]

DOI

reference search16 citations

Uncovering latent jet substructure

#23

(Apr 8, 2019)

Published in:
- Phys.Rev.D 100 (2019) 5, 056002
•
e-Print:
- 1904.04200 [hep-ph]

DOI

reference search78 citations

The Machine Learning landscape of top taggers

#24

Gregor Kasieczka
(
- Hamburg U.
)
(ed.)
,
Tilman Plehn
(
- Heidelberg U.
)
(ed.)
,
Anja Butter
(
- Heidelberg U.
)
,
Kyle Cranmer
(
- New York U.
)
,
Dipsikha Debnath
(
- Rutgers U., Piscataway
)

et al.

(Feb 26, 2019)

Published in:
- SciPost Phys. 7 (2019) 014
•
e-Print:
- 1902.09914 [hep-ph]

DOI

reference search234 citations

HE-LHC: The High-Energy Large Hadron Collider : Future Circular Collider Conceptual Design Report Volume 4

#25

Collaboration

•

A. Abada
(
- CNRS, France
)

et al.

(Dec 18, 2018)

Published in:
- Eur.Phys.J.ST 228 (2019) 5, 1109-1382

DOI

reference search289 citations

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Barry M. Dillon(
Ulster U.
)

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Barry M. Dillon(Ulster U.)

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Barry M. Dillon(
Ulster U.
)