KC

Kyle Cranmer

0000-0002-5769-7094

hep-phhep-excs.LGphysics.data-anstat.MLhep-latphysics.comp-phcond-mat.stat-mechhep-thastro-ph.CO

On Valency

published · living versions

Learning to Pivot with Adversarial Networks

with Gilles Louppe, Michael Kagan

1 version

W_s3t65kzxv1 · current

A Roadmap for HEP Software and Computing R&D for the 2020s

W_ws9wtkezv1

Modeling Smooth Backgrounds and Generic Localized Signals with Gaussian Processes

W_um7hjx76v1

QCD-Aware Recursive Neural Networks for Jet Physics

W_p54qbnchv1

Approximating Likelihood Ratios with Calibrated Discriminative Classifiers

W_tpg3tch3v1

Deep Learning and its Application to LHC Physics

W_umkfytmzv1

Preprints & journals

388 papers in the corpus · 2000–2026

Observation of a B_c^*+ Meson with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

0 citations

428868982026Physical review letters. 2026;137(14):141901

Combination of ATLAS and CMS Searches for Higgs Boson Pair Production at sqrt[s]=13 TeV.

Aad, G, Aakvaag, E, Abbott, B et al.

1 citation

428541472026Physical review letters. 2026;137(13):131803

Measurement of Charged-Particle Production in sqrt[s_NN]=9.62 TeV Proton-Oxygen Collisions as a Probe of Cosmic-Ray Air Showers with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

1 citation

428269702026Physical review letters. 2026;137(12):121901

Measurements of Z-Boson Pair Entanglement in Decays of Higgs Bosons at the ATLAS Experiment.

Aad, G, Aakvaag, E, Abbott, B et al.

2 citations

427898802026Physical review letters. 2026;137(11):111804

Evidence of ZZγ Production with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

1 citation

427269432026Physical review letters. 2026;137(9):091804

Evidence of Higgs Boson Inclusive Production at High Transverse Momentum Decaying to a Pair of b-Quarks with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

0 citations

426754412026Physical review letters. 2026;137(7):071801

Combination of Measurements of CP Properties of Higgs Boson Interactions with Vector Bosons Using Proton-Proton Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

0 citations

425031222026Physical review letters. 2026;137(2):021801

Reconstructing conformal field theoretical compositions with Transformers

Haotian Cao, Garrett Merz, Kyle Cranmer et al.

0 citations

2605.01072v12026arXiv

Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision

Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi et al.

0 citations

2602.17582v12026arXiv

Quasiprobabilistic Density Ratio Estimation with a Reverse Engineered Classification Loss Function

Matthew Drnevich, Stephen Jiggins, Kyle Cranmer

0 citations

2512.19913v12025arXiv

Evidence for the Dimuon Decay of the Higgs Boson in pp Collisions with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

4 citations

414182092025Physical review letters. 2025;135(23):231802

Efficient Estimation of Unfactorizable Systematic Uncertainties

Alexis Romero, Kyle Cranmer, Daniel Whiteson

0 citations

2509.15500v22025arXiv

Evidence for Longitudinally Polarized W Bosons in the Electroweak Production of Same-Sign W Boson Pairs in Association with Two Jets in pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

7 citations

410047322025Physical review letters. 2025;135(11):111802

Observation of tt[over ¯] Production in Pb+Pb Collisions at sqrt[s_NN]=5.02 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

5 citations

402795992025Physical review letters. 2025;134(14):142301

Search for Dark Matter Produced in Association with a Dark Higgs Boson in the bb[over ¯] Final State Using pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

3 citations

402155012025Physical review letters. 2025;134(12):121801

The 200 Gbps Challenge: Imagining HL-LHC analysis facilities

Alexander Held, Sam Albin, Garhan Attebury et al.

0 citations

2503.15464v12025arXiv

Self-Supervised Learning Strategies for Jet Physics

Patrick Rieck, Kyle Cranmer, Etienne Dreyer et al.

1 citation

2503.11632v12025arXiv

Search for Magnetic Monopole Pair Production in Ultraperipheral Pb+Pb Collisions at sqrt[s_NN]=5.36 TeV with the ATLAS Detector at the LHC.

Aad, G, Aakvaag, E, Abbott, B et al.

13 citations

400211892025Physical review letters. 2025;134(6):061803

Recurrent Features of Amplitudes in Planar $\mathcal{N}=4$ Super Yang-Mills Theory

Tianji Cai, Francois Charton, Kyle Cranmer et al.

2 citations

2501.05743v22025arXiv

Simultaneous Unbinned Differential Cross-Section Measurement of Twenty-Four Z+jets Kinematic Observables with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

20 citations

398789992025Physical review letters. 2024;133(26):261803

Disentangling Sources of Momentum Fluctuations in Xe+Xe and Pb+Pb Collisions with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

20 citations

397526962025Physical review letters. 2024;133(25):252301

Search for Light Long-Lived Particles in pp Collisions at sqrt[s]=13 TeV Using Displaced Vertices in the ATLAS Inner Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

7 citations

394859652026Physical review letters. 2024;133(16):161803

Search for the Exclusive W Boson Hadronic Decays W^±→π^±γ, W^±→K^±γ and W^±→ρ^±γ with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

4 citations

394859852025Physical review letters. 2024;133(16):161804

Neural Quasiprobabilistic Likelihood Ratio Estimation with Negatively Weighted Data

Matthew Drnevich, Stephen Jiggins, Judith Katzy et al.

3 citations

2410.10216v12024arXiv

Determination of the Relative Sign of the Higgs Boson Couplings to W and Z Bosons Using WH Production via Vector-Boson Fusion with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

7 citations

394233792024Physical review letters. 2024;133(14):141801

Studies of the Energy Dependence of Diboson Polarization Fractions and the Radiation-Amplitude-Zero Effect in WZ Production with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

5 citations

393032332024Physical review letters. 2024;133(10):101802

Combination of Searches for Higgs Boson Pair Production in pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

34 citations

393032652024Physical review letters. 2024;133(10):101801

EFT Workshop at Notre Dame

Nick Smith, Daniel Spitzbart, Jennet Dickinson et al.

0 citations

2408.11229v12024arXiv

Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics

Shoji Asai, Amalia Ballarino, Tulika Bose et al.

30 citations

2407.19176v12024arXiv

Statistical Combination of ATLAS Run 2 Searches for Charginos and Neutralinos at the LHC.

Aad, G, Abbott, B, Abeling, K et al.

11 citations

390941322024Physical review letters. 2024;133(3):031802

Combination of Measurements of the Top Quark Mass from Data Collected by the ATLAS and CMS Experiments at sqrt[s]=7 and 8 TeV.

Hayrapetyan, A, Tumasyan, A, Adam, W et al.

16 citations

389963252024Physical review letters. 2024;132(26):261902

Combination of Searches for Resonant Higgs Boson Pair Production Using pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

10 citations

389056402024Physical review letters. 2024;132(23):231801

Search for Nearly Mass-Degenerate Higgsinos Using Low-Momentum Mildly Displaced Tracks in pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Aakvaag, E, Abbott, B et al.

14 citations

388779052024Physical review letters. 2024;132(22):221801

Azimuthal Angle Correlations of Muons Produced via Heavy-Flavor Decays in 5.02 TeV Pb+Pb and pp Collisions with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

3 citations

388290732024Physical review letters. 2024;132(20):202301

Transforming the Bootstrap: Using Transformers to Compute Scattering Amplitudes in Planar N = 4 Super Yang-Mills Theory

Tianji Cai, Garrett W. Merz, Francois Charton et al.

16 citations

2405.06107v22024Mach.Learn.Sci.Tech. 5 (2024) 3, 035073

Study of High-Transverse-Momentum Higgs Boson Production in Association with a Vector Boson in the qqbb Final State with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

3 citations

386132832024Physical review letters. 2024;132(13):131802

Measurement of the Centrality Dependence of the Dijet Yield in p+Pb Collisions at sqrt[s_NN]=8.16 TeV with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

7 citations

385183412024Physical review letters. 2024;132(10):102301

Search for New Phenomena in Two-Body Invariant Mass Distributions Using Unsupervised Machine Learning for Anomaly Detection at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

35 citations

384577102024Physical review letters. 2024;132(8):081801

Robust Anomaly Detection for Particle Physics Using Multi-Background Representation Learning

Abhijith Gandrakota, Lily Zhang, Aahlad Puli et al.

3 citations

2401.08777v12024arXiv

Evidence for the Higgs Boson Decay to a Z Boson and a Photon at the LHC.

Aad, G, Abbott, B, Abeling, K et al.

47 citations

382776072024Physical review letters. 2024;132(2):021803

Observation of WZγ Production in pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

10 citations

382776102024Physical review letters. 2024;132(2):021802

Combined Measurement of the Higgs Boson Mass from the H→γγ and H→ZZ^*→4ℓ Decay Channels with the ATLAS Detector Using sqrt[s]=7, 8, and 13 TeV pp Collision Data.

Aad, G, Abbott, B, Abeling, K et al.

35 citations

381813362024Physical review letters. 2023;131(25):251802

Search for Dark Photons in Rare Z Boson Decays with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

1 citation

381813672024Physical review letters. 2023;131(25):251801

Observation of Single-Top-Quark Production in Association with a Photon Using the ATLAS Detector.

Aad, G, Abbott, B, Abbott, D C et al.

12 citations

379776012023Physical review letters. 2023;131(18):181901

Measurement of Suppression of Large-Radius Jets and Its Dependence on Substructure in Pb+Pb Collisions at sqrt[s_NN]=5.02 TeV with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

28 citations

379555102023Physical review letters. 2023;131(17):172301

Observation of the γγ→ττ Process in Pb+Pb Collisions and Constraints on the τ-Lepton Anomalous Magnetic Moment with the ATLAS Detector.

Aad, G, Abbott, B, Abbott, D C et al.

44 citations

378977462023Physical review letters. 2023;131(15):151802

Observation of an Excess of Dicharmonium Events in the Four-Muon Final State with the ATLAS Detector.

Aad, G, Abbott, B, Abeling, K et al.

115 citations

378977702023Physical review letters. 2023;131(15):151902

Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics

Kyle Cranmer, Gurtej Kanwar, S'ebastien Racaniere et al.

31 citations

2309.01156v12023Nature Reviews Physics 5, 526-535 (2023)

Strong Constraints on Jet Quenching in Centrality-Dependent p+Pb Collisions at 5.02 TeV from ATLAS.

Aad, G, Abbott, B, Abbott, D C et al.

24 citations

376568382026Physical review letters. 2023;131(7):072301

Search for Heavy Neutral Leptons in Decays of W Bosons Using a Dilepton Displaced Vertex in sqrt[s]=13 TeV pp Collisions with the ATLAS Detector.

Aad, G, Abbott, B, Abbott, D C et al.

38 citations

376250512023Physical review letters. 2023;131(6):061803

Career total: at least 3490 works. 388 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

3,490

works

145K

citations

160

h-index

Corpus papers per year

Corpus papers per year, 2000 to 2026. Busiest year 2016, 47 papers.
Year	Papers
2000	1
2001	0
2002	0
2003	3
2004	3
2005	1
2006	1
2007	1
2008	1
2009	0
2010	6
2011	13
2012	30
2013	15
2014	22
2015	42
2016	47
2017	39
2018	43
2019	17
2020	20
2021	16
2022	12
2023	14
2024	22
2025	10
2026	9

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