Michael Krämer

227 results

Citation Summary

Most Recent

Reinterpretation and preservation of data and analyses in HEP

LHC Reinterpretation Forum

Collaboration

•

Jonathan Butterworth
(
- U. Coll. London
)

et al.

(Mar 31, 2025)

e-Print:
- 2504.00256 [hep-ph]

pdf

reference search1 citation

SECRET: Stochasticity Emulator for Cosmic Ray Electrons

Nikolas Frediani
(
- RWTH Aachen U. and
- Munich U. Observ.
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Philipp Mertsch
(
- RWTH Aachen U.
)
,
Kathrin Nippel
(
- RWTH Aachen U.
)

(Jan 10, 2025)

e-Print:
- 2501.06011 [astro-ph.HE]

pdf

reference search0 citations

Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models

Kristian G. Barman
(
- UC, Irvine (main)
)
,
Sascha Caron
(
- Nijmegen U. and
- Nikhef, Amsterdam
)
,
Emily Sullivan
(
- Utrecht U.
)
,
Henk W. de Regt
(
- Nijmegen U.
)
,
Roberto Ruiz de Austri
(
- Valencia U., IFIC
)

et al.

(Jan 9, 2025)

e-Print:
- 2501.05382 [physics.data-an]

pdf

reference search0 citations

Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics

Oz Amram
(
- Fermilab
)
,
Luca Anzalone
(
- Bologna U. and
- INFN, Bologna
)
,
Joschka Birk
(
- Hamburg U.
)
,
Darius A. Faroughy
(
- Rutgers U., Piscataway
)
,
Anna Hallin
(
- Hamburg U.
)

et al.

(Dec 13, 2024)

e-Print:
- 2412.10504 [hep-ph]

links

reference search6 citations

The Fundamental Limit of Jet Tagging

Joep Geuskens
(
- Aachen, Tech. Hochsch.
)
,
Nishank Gite
(
- UC, Berkeley
)
,
Michael Krämer
(
- Aachen, Tech. Hochsch.
)
,
Vinicius Mikuni
(
- LBL, Berkeley
)
,
Alexander Mück
(
- Aachen, Tech. Hochsch.
)

et al.

(Nov 4, 2024)

e-Print:
- 2411.02628 [hep-ph]

pdf

reference search4 citations

Accurate and robust methods for direct background estimation in resonant anomaly detection

Ranit Das
(
- Rutgers U., Piscataway
)
,
Thorben Finke
(
- RWTH Aachen U.
)
,
Marie Hein
(
- RWTH Aachen U.
)
,
Gregor Kasieczka
(
- Hamburg U. and
- Korea Inst. Advanced Study, Seoul
)
,
Michael Krämer
(
- RWTH Aachen U.
)

et al.

(Oct 31, 2024)

e-Print:
- 2411.00085 [hep-ph]

pdf

reference search1 citation

D̅arkRayNet: emulation of cosmic-ray antideuteron fluxes from dark matter

Jan Heisig
(
- Aachen, Tech. Hochsch.
)
,
Michael Korsmeier
(
- Stockholm U., OKC
)
,
Michael Krämer
(
- Aachen, Tech. Hochsch.
)
,
Kathrin Nippel
(
- Aachen, Tech. Hochsch.
)
,
Lena Rathmann
(
- Aachen, Tech. Hochsch.
)

(Jun 26, 2024)

Published in:
- JCAP 11 (2024) 017
•
e-Print:
- 2406.18642 [hep-ph]

pdfDOI

reference search0 citations

NNLL-fast 2.0: Coloured sparticle production at the LHC run 3 with

\sqrt{S}

= 13.6 TeV

Wim Beenakker
(
- Nijmegen U., IMAPP
)
,
Christoph Borschensky
(
- KIT, Karlsruhe, TP
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Anna Kulesza
(
- Munster U., ITP
)
,
Eric Laenen
(
- Amsterdam U. and
- NIKHEF, Amsterdam and
- Utrecht U.
)

et al.

(Apr 29, 2024)

Published in:
- SciPost Phys.Core 7 (2024) 072,
- SciPost Phys.Core 7 (2024) 072
•
e-Print:
- 2404.18837 [hep-ph]

DOI

reference search1 citation

Cluster Scanning: a novel approach to resonance searches

Ivan Oleksiyuk
(
- Geneva U.
)
,
John Andrew Raine
(
- Geneva U.
)
,
Michael Krämer
(
- Aachen, Tech. Hochsch.
)
,
Svyatoslav Voloshynovskiy
(
- Geneva U.
)
,
Tobias Golling
(
- Geneva U.
)

(Feb 27, 2024)

Published in:
- JHEP 06 (2024) 163
•
e-Print:
- 2402.17714 [hep-ph]

DOI

reference search1 citation

Flavoured Majorana Dark Matter then and now: from freeze-out scenarios to LHC signatures

#10

Harun Acaroğlu
(
- KIT, Karlsruhe
)
,
Monika Blanke
(
- KIT, Karlsruhe
)
,
Jan Heisig
(
- RWTH Aachen U. and
- Virginia U.
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Lena Rathmann
(
- RWTH Aachen U.
)

(Dec 14, 2023)

Published in:
- JHEP 06 (2024) 179
•
e-Print:
- 2312.09274 [hep-ph]

DOI

reference search6 citations

Semi-visible jets, energy-based models, and self-supervision

#11

Luigi Favaro
(
- Heidelberg U.
)
,
Michael Krämer
(
- Aachen, Tech. Hochsch.
)
,
Tanmoy Modak
(
- Heidelberg U.
)
,
Tilman Plehn
(
- Heidelberg U.
)
,
Jan Rüschkamp
(
- Heidelberg U.
)

(Dec 5, 2023)

Published in:
- SciPost Phys. 18 (2025) 2, 042,
- SciPost Phys. 18 (2025) 042
•
e-Print:
- 2312.03067 [hep-ph]

DOI

reference search7 citations

Tree-based algorithms for weakly supervised anomaly detection

#12

Thorben Finke
(
- RWTH Aachen U.
)
,
Marie Hein
(
- RWTH Aachen U.
)
,
Gregor Kasieczka
(
- Hamburg U. and
- Korea Inst. Advanced Study, Seoul
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Alexander Mück
(
- RWTH Aachen U.
)

et al.

(Sep 22, 2023)

Published in:
- Phys.Rev.D 109 (2024) 3, 034033
•
e-Print:
- 2309.13111 [hep-ph]

pdfDOI

reference search30 citations

Comprehensive exploration of

t

-channel simplified models of dark matter

#13

Chiara Arina
(
- Louvain U., CP3
)
,
Benjamin Fuks
(
- Paris, LPTHE
)
,
Jan Heisig
(
- RWTH Aachen U. and
- Virginia U.
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Luca Mantani
(
- Cambridge U., DAMTP
)

et al.

(Jul 19, 2023)

Published in:
- Phys.Rev.D 108 (2023) 11, 115007
•
e-Print:
- 2307.10367 [hep-ph]

pdfDOI

reference search14 citations

Searching for dark matter subhalos in the Fermi-LAT catalog with Bayesian neural networks

#14

Anja Butter
(
- LPNHE, Paris and
- U. Heidelberg, ITP
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Silvia Manconi
(
- RWTH Aachen U. and
- Annecy, LAPTH
)
,
Kathrin Nippel
(
- RWTH Aachen U.
)

(Mar 31, 2023)

Published in:
- JCAP 07 (2023) 033
•
e-Print:
- 2304.00032 [astro-ph.HE]

pdfDOI

reference search6 citations

Learning the language of QCD jets with transformers

#15

(Mar 13, 2023)

Published in:
- JHEP 06 (2023) 184
•
e-Print:
- 2303.07364 [hep-ph]

DOI

reference search28 citations

A normalized autoencoder for LHC triggers

#16

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

Boosting mono-jet searches with model-agnostic machine learning

#17

(Apr 25, 2022)

Published in:
- JHEP 08 (2022) 015
•
e-Print:
- 2204.11889 [hep-ph]

DOI

reference search24 citations

Integrating dark matter, modified gravity, and the humanities

#18

Niels C.M. Martens
(
- Unlisted, DE and
- Bonn U. and
- Aachen, Tech. Hochsch.
)
,
Miguel Ángel Carretero Sahuquillo
(
- Unlisted, DE and
- Bergische U., Wuppertal (main)
)
,
Erhard Scholz
(
)
,
Dennis Lehmkuhl
(
- Unlisted, DE and
- Bonn U.
)
,
Michael Krämer
(
- Unlisted, DE and
- Aachen, Tech. Hochsch.
)

(Feb 23, 2022)

Published in:
- Stud.Hist.Phil.Sci. 91 (2022) A1-A5
•
e-Print:
- 2202.11469 [physics.hist-ph]

pdfDOI

reference search4 citations

What's anomalous in LHC jets?

#19

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

Bottoms Up: Standard Model Effective Field Theory from a Model Perspective

#20

et al.

(Jan 21, 2022)

e-Print:
- 2201.08819 [physics.hist-ph]

pdf

reference search4 citations

Unified field theoretical approach to deep and recurrent neuronal networks

#21

et al.

(Dec 10, 2021)

Published in:
- J.Stat.Mech. 2022 (2022) 10, 103401
•
e-Print:
- 2112.05589 [cond-mat.dis-nn]

pdfDOI

reference search4 citations

Classification of Fermi-LAT blazars with Bayesian neural networks

#22

(Dec 2, 2021)

Published in:
- JCAP 04 (2022) 04, 023
•
e-Print:
- 2112.01403 [astro-ph.HE]

pdfDOI

reference search10 citations

From models to SMEFT and back?

#23

Ilaria Brivio
(
- U. Heidelberg, ITP
)
,
Sebastian Bruggisser
(
- U. Heidelberg, ITP
)
,
Emma Geoffray
(
- U. Heidelberg, ITP
)
,
Wolfgang Killian
(
- Siegen U.
)
,
Michael Krämer
(
- Aachen, Tech. Hochsch.
)

et al.

(Aug 2, 2021)

Published in:
- SciPost Phys. 12 (2022) 1, 036,
- SciPost Phys. 12 (2022) 036
•
e-Print:
- 2108.01094 [hep-ph]

DOI

reference search36 citations

Constraining dark matter annihilation with cosmic ray antiprotons using neural networks

#24

Felix Kahlhoefer
(
- RWTH Aachen U.
)
,
Michael Korsmeier
(
- Stockholm U., OKC
)
,
Michael Krämer
(
- RWTH Aachen U.
)
,
Silvia Manconi
(
- RWTH Aachen U.
)
,
Kathrin Nippel
(
- RWTH Aachen U.
)

(Jul 26, 2021)

Published in:
- JCAP 12 (2021) 12, 037
•
e-Print:
- 2107.12395 [astro-ph.HE]

pdfDOI

reference search23 citations

Classification of Fermi-LAT sources with deep learning

#25

(Jul 6, 2021)

Published in:
- PoS ICRC2021 (2021) 664
•
Contribution to:
- ICRC 2021

DOI

reference search1 citation

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Michael Krämer(
Bonn, Max Planck Inst., Radioastron. and
Aachen, Tech. Hochsch.
)

Date of paper

Number of authors

Exclude RPP

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Collaborators

Collaboration

Affiliations

Michael Krämer(Bonn, Max Planck Inst., Radioastron. and Aachen, Tech. Hochsch.)

Date of paper

Number of authors

Exclude RPP

Document Type

Collaborators

Collaboration

Affiliations

Michael Krämer(
Bonn, Max Planck Inst., Radioastron. and
Aachen, Tech. Hochsch.
)