MK

Michael Kagan

0000-0002-4693-7857

hep-excs.LGhep-phphysics.data-anphysics.ins-detstat.MLphysics.comp-phphysics.acc-phcs.CVcs.NE

On Valency

published · living versions

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

with Johannes Albrecht, Antonio Augusto Alves, Guilherme Amadio, Giuseppe Andronico +305

1 version

W_ws9wtkezv1 · current

Jet-Images: Computer Vision Inspired Techniques for Jet Tagging

W_27pzfzqzv1

Preprints & journals

602 papers in the corpus · 1985–2026

How to scale your HEP ML models: A recipe for robust architecture comparisons at scale

Matthias Vigl, Nikita Pond, Jackson Barr et al.

0 citations

2610.06784v12026arXiv

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

Fast and Precise Learned Charged-Particle Trajectory Regression at the Large Hadron Collider

Jonathan Renusch, Benjamin Huth, Daniel Murnane et al.

0 citations

2609.32479v12026arXiv

Prompting Particle Physics: Tokenized Multi-modal Foundation Models for Combinatorially Many Tasks

Nilotpal Kakati, Daniel Murnane, Baran Hashemi et al.

0 citations

2609.31862v12026arXiv

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

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

Designing physics experiments with artificial intelligence.

Klimesch, Jonathan, Arlt, Sören, Ruiz-Gonzalez, Carlos et al.

1 citation

426870232026Nature. 2026;657(8130):47-58

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

Posterior Inference of Hamiltonian Parameters from RIXS Spectroscopy

Samuel Klein, Thomas M. Linker, Louis Conreux et al.

0 citations

2608.13848v22026arXiv

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

Unknown Unknowns: Model Misspecification in Machine Learning for Physics

Juan Cruz-Martinez, Carolina Cuesta-Lazaro, Alexander Held et al.

0 citations

2608.13633v12026arXiv

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

BRICKS: Compositional Neural Markov Kernels for Zero-Shot Radiation-Matter Simulation

Richard Hildebrandt, Evangelos Kourlitis, Baran Hashemi et al.

0 citations

2605.06591v12026arXiv

Exploring the Boundaries of Differentiable Radiation Transport and Detector Simulation

Jeffrey Krupa, Yiyang Zhao, Mihaly Novak et al.

0 citations

2605.06779v22026arXiv

Taming the Exponential: A Fast Softmax Surrogate for Integer-Native Edge Inference

Dimitrios Danopoulos, Enrico Lupi, Michael Kagan et al.

0 citations

2604.02292v12026arXiv

PQuantML: A Tool for End-to-End Hardware-aware Model Compression

Roope Niemi, Anastasiia Petrovych, Arghya Ranjan Das et al.

0 citations

2603.26595v12026arXiv

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

Neural Scaling Laws for Boosted Jet Tagging

Matthias Vigl, Nicole Hartman, Michael Kagan et al.

1 citation

2602.15781v12026arXiv

Supercharging Simulation-Based Inference for Bayesian Optimal Experimental Design

Samuel Klein, Willie Neiswanger, Daniel Ratner et al.

0 citations

2602.06900v12026Machine Learning: Science and Technology 7, 045069 (2026)

AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines

Dimitrios Danopoulos, Enrico Lupi, Chang Sun et al.

3 citations

2512.15946v22025arXiv

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

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

Log Gaussian Cox Process Background Modeling in High Energy Physics

Yuval Frid, Liron Barak, Pavani Jairam et al.

0 citations

2508.11740v32025arXiv

Simulation-Prior Independent Neural Unfolding Procedure

Anja Butter, Theo Heimel, Nathan Huetsch et al.

0 citations

2507.15084v12025arXiv

Future Circular Collider Feasibility Study Report: Volume 3, Civil Engineering, Implementation and Sustainability

M. Benedikt (Study Leader), F. Zimmermann (Deputy Study Leader), B. Auchmann et al.

3 citations

2505.00273v12025arXiv

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

The Linear Collider Facility (LCF) at CERN

H. Abramowicz, E. Adli, F. Alharthi et al.

1 citation

2503.24049v22025arXiv

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

Fine-tuning machine-learned particle-flow reconstruction for new detector geometries in future colliders

Farouk Mokhtar, Joosep Pata, Dolores Garcia et al.

3 citations

2503.00131v42025Phys. Rev. D 111, 092015 (2025)

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

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

Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics

Annalena Kofler, Vincent Stimper, Mikhail Mikhasenko et al.

2 citations

2411.16234v22024Mach. Learn.: Sci. Technol. 6 025061, 2025

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

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

Athermal phonon collection efficiency in diamond crystals for low mass dark matter detection

I. Kim, N. A. Kurinsky, H. Kagan et al.

0 citations

2409.19238v22024arXiv

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

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

Optimization Using Pathwise Algorithmic Derivatives of Electromagnetic Shower Simulations

Max Aehle, Mih'aly Nov'ak, Vassil Vassilev et al.

10 citations

2405.07944v12024arXiv

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

Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models

Philip Harris, Michael Kagan, Jeffrey Krupa et al.

20 citations

2403.07066v22024Phys. Rev. D 111 (2025) 3, 032010

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

Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models

Tobias Golling, Lukas Heinrich, Michael Kagan et al.

27 citations

2401.13537v32024Machine Learning: Science and Technology 5, 035074 (2024)

Career total: 4770 works. 602 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

4,770

works

205K

citations

165

h-index

Corpus papers per year

Corpus papers per year, 1985 to 2026. Busiest year 2016, 46 papers.
Year	Papers
1985	6
1986	6
1987	7
1988	5
1989	11
1990	12
1991	7
1992	5
1993	7
1994	4
1995	5
1996	5
1997	0
1998	0
1999	0
2000	2
2001	20
2002	10
2003	4
2004	31
2005	29
2006	19
2007	31
2008	23
2009	15
2010	7
2011	8
2012	30
2013	13
2014	20
2015	42
2016	46
2017	34
2018	37
2019	8
2020	13
2021	7
2022	9
2023	12
2024	22
2025	11
2026	19

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