AB

Anja Butter

0000-0003-4525-6256

hep-phhep-excs.LGphysics.data-anastro-ph.HEastro-ph.COmethodologynucl-exnucl-thparticle physics

On Valency

published · living versions

Deep-learned Top Tagging with a Lorentz Layer

with Gregor Kasieczka, Tilman Plehn, Michael Russell

1 version

W_75wkach5v1 · current

Preprints & journals

49 papers in the corpus · 2012–2026

Know What You Don't Flow

Anja Butter, Sascha Diefenbacher, Tilman Plehn et al.

0 citations

2608.21509v12026arXiv

Local Conformal Predictions for Calibrated Surrogates

Suprio Dubey, Henning Bahl, Anja Butter et al.

0 citations

2607.01354v12026arXiv

Generative Unfolding of Jets and Their Substructure

Antoine Petitjean, Anja Butter, Kevin Greif et al.

0 citations

2510.19906v22025arXiv

Iterative HOMER with uncertainties

Anja Butter, Ayodele Ore, Sofia Palacios Schweitzer et al.

2 citations

2509.03592v22025SciPost Phys. 20, 042 (2026)

Analysis-ready Generative Unfolding

Anja Butter, Nathan Huetsch, Vinicius Mikuni et al.

0 citations

2509.02708v12025arXiv

Simulation-Prior Independent Neural Unfolding Procedure

Anja Butter, Theo Heimel, Nathan Huetsch et al.

0 citations

2507.15084v12025arXiv

Extrapolating Jet Radiation with Autoregressive Transformers

Anja Butter, Francois Charton, Javier Marino Villadamigo et al.

2 citations

2412.12074v22024SciPost Phys. 20, 004 (2026)

Generative Unfolding with Distribution Mapping

Anja Butter, Sascha Diefenbacher, Nathan Huetsch et al.

4 citations

2411.02495v12024SciPost Phys. 18, 200 (2025)

The Landscape of Unfolding with Machine Learning

Nathan Huetsch, Javier Marino Villadamigo, Alexander Shmakov et al.

24 citations

2404.18807v22024SciPost Phys. 18, 070 (2025)

Kicking it Off(-shell) with Direct Diffusion

Anja Butter, Tomas Jezo, Michael Klasen et al.

20 citations

2311.17175v32023arXiv

Event-by-event Comparison between Machine-Learning- and Transfer-Matrix-based Unfolding Methods

Mathias Backes, Anja Butter, Monica Dunford et al.

5 citations

2310.17037v22023arXiv

Precision-Machine Learning for the Matrix Element Method

Theo Heimel, Nathan Huetsch, Ramon Winterhalder et al.

22 citations

2310.07752v32023SciPost Phys. 17, 129 (2024)

Artificial Intelligence for the Electron Ion Collider (AI4EIC)

C. Allaire, R. Ammendola, E.-C. Aschenauer et al.

16 citations

2307.08593v12023arXiv

Jet Diffusion versus JetGPT -- Modern Networks for the LHC

Anja Butter, Nathan Huetsch, Sofia Palacios Schweitzer et al.

43 citations

2305.10475v32023SciPost Phys. Core 8, 026 (2025)

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

Anja Butter, Michael Kramer, Silvia Manconi et al.

5 citations

2304.00032v22023JCAP07(2023)033

Performance versus Resilience in Modern Quark-Gluon Tagging

Anja Butter, Barry M. Dillon, Tilman Plehn et al.

15 citations

2212.10493v12022arXiv

An unfolding method based on conditional Invertible Neural Networks (cINN) using iterative training

Mathias Backes, Anja Butter, Monica Dunford et al.

39 citations

2212.08674v32022arXiv

MadNIS -- Neural Multi-Channel Importance Sampling

Theo Heimel, Ramon Winterhalder, Anja Butter et al.

49 citations

2212.06172v22022SciPost Phys. 15, 141 (2023)

Modern Machine Learning for LHC Physicists

Tilman Plehn, Anja Butter, Barry Dillon et al.

36 citations

2211.01421v42022arXiv

Two Invertible Networks for the Matrix Element Method

Anja Butter, Theo Heimel, Till Martini et al.

40 citations

2210.00019v52022SciPost Phys. 15, 094 (2023)

Loop Amplitudes from Precision Networks

Simon Badger, Anja Butter, Michel Luchmann et al.

34 citations

2206.14831v12022arXiv

Simple and statistically sound recommendations for analysing physical theories.

AbdusSalam, Shehu S, Agocs, Fruzsina J, Allanach, Benjamin C et al.

22 citations

355221722022Reports on progress in physics. Physical Society (Great Britain). 2022;85(5)

Event Generators for High-Energy Physics Experiments

J. M. Campbell, M. Diefenthaler, T. J. Hobbs et al.

116 citations

2203.11110v42022SciPost Phys. 16 (2024) 5, 130

Machine Learning and LHC Event Generation

Anja Butter (ed), Tilman Plehn (ed), Steffen Schumann (ed) et al.

115 citations

2203.07460v22022SciPost Phys. 14, 079 (2023)

Ephemeral Learning -- Augmenting Triggers with Online-Trained Normalizing Flows

Anja Butter, Sascha Diefenbacher, Gregor Kasieczka et al.

18 citations

2202.09375v22022SciPost Phys. 13, 087 (2022)

Calomplification -- The Power of Generative Calorimeter Models

Sebastian Bieringer, Anja Butter, Sascha Diefenbacher et al.

45 citations

2202.07352v32022JINST 17 P09028 (2022)

Targeting Multi-Loop Integrals with Neural Networks

Ramon Winterhalder, Vitaly Magerya, Emilio Villa et al.

51 citations

2112.09145v32021SciPost Phys. 12, 129 (2022)

Classification of Fermi-LAT blazars with Bayesian neural networks

Anja Butter, Thorben Finke, Felicitas Keil et al.

14 citations

2112.01403v22021JCAP 04 (2022) 04, 023

Generative Networks for Precision Enthusiasts

Anja Butter, Theo Heimel, Sander Hummerich et al.

86 citations

2110.13632v32021SciPost Phys. 14, 078 (2023)

Presenting Unbinned Differential Cross Section Results

Miguel Arratia, Anja Butter, Mario Campanelli et al.

47 citations

2109.13243v32021arXiv

Back to the Formula -- LHC Edition

Anja Butter, Tilman Plehn, Nathalie Soybelman et al.

22 citations

2109.10414v32021SciPost Phys. 16, 037 (2024)

How to GAN Higher Jet Resolution

Pierre Baldi, Lukas Blecher, Anja Butter et al.

36 citations

2012.11944v42020arXiv

Measuring QCD Splittings with Invertible Networks

Sebastian Bieringer, Anja Butter, Theo Heimel et al.

64 citations

2012.09873v22020SciPost Phys. 10, 126 (2021)

How to GAN Event Unweighting

Mathias Backes, Anja Butter, Tilman Plehn et al.

61 citations

2012.07873v32020SciPost Phys. 10, 089 (2021)

Generative Networks for LHC events

Anja Butter, Tilman Plehn

56 citations

2008.08558v12020arXiv

GANplifying Event Samples

Anja Butter, Sascha Diefenbacher, Gregor Kasieczka et al.

68 citations

2008.06545v32020SciPost Phys. 10, 139 (2021)

Invertible Networks or Partons to Detector and Back Again

Marco Bellagente, Anja Butter, Gregor Kasieczka et al.

147 citations

2006.06685v32020SciPost Phys. 9, 074 (2020)

How to GAN Event Subtraction

Anja Butter, Tilman Plehn, Ramon Winterhalder

62 citations

1912.08824v42019SciPost Phys. Core 3, 009 (2020)

How to GAN away Detector Effects

Marco Bellagente, Anja Butter, Gregor Kasieczka et al.

134 citations

1912.00477v42019SciPost Phys. 8, 070 (2020)

How to GAN LHC Events

Anja Butter, Tilman Plehn, Ramon Winterhalder

212 citations

1907.03764v42019SciPost Phys. 7, 075 (2019)

The Machine Learning Landscape of Top Taggers

G. Kasieczka (ed), T. Plehn (ed), A. Butter et al.

265 citations

1902.09914v32019SciPost Phys. 7, 014 (2019)

Actual Physics behind Mono-X

Elias Bernreuther, Jan Horak, Tilman Plehn et al.

18 citations

1805.11637v32018SciPost Phys. 5, 034 (2018)

Deep-learned Top Tagging with a Lorentz Layer

Anja Butter, Gregor Kasieczka, Tilman Plehn et al.

193 citations

1707.08966v32017SciPost Phys. 5, 028 (2018)

Saving the MSSM from the Galactic Center Excess

Anja Butter, Simona Murgia, Tilman Plehn et al.

20 citations

1612.07115v12016Phys. Rev. D 96, 035036 (2017)

On the Validity of Dark Matter Effective Theory

Martin Bauer, Anja Butter, Nishita Desai et al.

31 citations

1611.09908v12016Phys. Rev. D 95, 075036 (2017)

Learning from the New Higgs-like Scalar before It Vanishes

Martin Bauer, Anja Butter, Juan Gonzalez-Fraile et al.

9 citations

1607.04562v12016Phys. Rev. D 95, 055011 (2017)

The Gauge-Higgs Legacy of the LHC Run I

Anja Butter, Oscar J. P. 'Eboli, J. Gonzalez-Fraile et al.

146 citations

1604.03105v22016arXiv

Invisible Higgs Decays to Hooperons in the NMSSM

Anja Butter, Tilman Plehn, Michael Rauch et al.

28 citations

1507.02288v22015Phys. Rev. D 93, 015011 (2016)

Fox-Wolfram Moments in Higgs Physics

Catherine Bernaciak, Malte Sean Andreas Buschmann, Anja Butter et al.

46 citations

1212.4436v12012arXiv

Career total: 160 works. 49 are in this corpus.

Profile built from the corpus for this byline.

160

works

2,818

citations

33

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