LH

Lukas Heinrich

0000-0002-4048-7584

hep-exhep-phcs.LGphysics.data-anphysics.comp-phastro-ph.IMphysics.ins-detstat.MLastro-ph.HEcs.AI

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

Preprints & journals

297 papers in the corpus · 2014–2026

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

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

Designing physics experiments with artificial intelligence.

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

1 citation

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

The Analysis, not the Aperture: End-to-End Transformer Reconstruction for Imaging Atmospheric Cherenkov Telescopes

Elli Jobst, Lea Heckmann, Lukas Heinrich et al.

0 citations

2608.31148v12026arXiv

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

pylhe: A Lightweight Python interface to Les Houches Event files

Alexander Puck Neuwirth, Matthew Feickert, Lukas Heinrich et al.

0 citations

2607.29352v22026Journal of Open Source Software, 11(126), 11128 (2026)

Light Antinuclei Coalescence: Femtoscopic Constraints via Neural-Flow Surrogates

M. Korwieser, L. Fabbietti, B. Hashemi et al.

0 citations

2607.21689v12026arXiv

Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough

Gaia Grosso, Vinicius Mikuni, Lukas Heinrich

0 citations

2607.10039v12026arXiv

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

Gradient estimators for parameter inference in discrete stochastic kinetic models

Ludwig Burger, Annalena Kofler, Lukas Heinrich et al.

0 citations

2604.02121v22026arXiv

On the Codesign of Scientific Experiments and Industrial Systems

Tommaso Dorigo, Pietro Vischia, Shahzaib Abbas et al.

1 citation

2603.26613v12026arXiv

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

Differentiable quantum-trajectory simulation of Lindblad dynamics for QGP transport-coefficient inference

Lukas Heinrich, Tom Magorsch

0 citations

2601.14399v12026arXiv

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

aim-resolve: Automatic Identification and Modeling for Bayesian Radio Interferometric Imaging

Richard Fuchs, Jakob Knollmuller, Jakob Roth et al.

0 citations

2512.04840v12025arXiv

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

Double Descent and Overparameterization in Particle Physics Data

Matthias Vigl, Lukas Heinrich

0 citations

2509.01397v12025arXiv

maria goes NIFTy: Gaussian Process-Based Reconstruction and Denoising of Simulated (Sub-)Millimetre Single-Dish Telescope Data

Jonas Wurzinger, Joshiwa van Marrewijk, Thomas W. Morris et al.

0 citations

2509.01600v22025arXiv

Machine Learning for the Cluster Reconstruction in the CALIFA Calorimeter at R3B

Tobias Jenegger, Nicole Hartman, Roman Gernhaeuser et al.

0 citations

2506.09088v12025arXiv

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

Reinterpretation and preservation of data and analyses in HEP

Jon Butterworth, Sabine Kraml, Harrison Prosper et al.

0 citations

2504.00256v12025arXiv

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

Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF

Sascha Caron, Andreas Ipp, Gert Aarts et al.

1 citation

2503.14192v12025arXiv

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

HGPflow: Extending Hypergraph Particle Flow to Collider Event Reconstruction

Nilotpal Kakati, Etienne Dreyer, Anna Ivina et al.

5 citations

2410.23236v32024arXiv

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

Is Tokenization Needed for Masked Particle Modelling?

Matthew Leigh, Samuel Klein, Francois Charton et al.

5 citations

2409.12589v22024arXiv

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

Profile Likelihoods in Cosmology: When, Why and How illustrated with $\Lambda$ CDM, Massive Neutrinos and Dark Energy

Laura Herold, Elisa G. M. Ferreira, Lukas Heinrich

28 citations

2408.07700v22024Phys.Rev.D 111 (2025) 8, 083504

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

Career total: 2798 works. 297 are in this corpus.Showing the 50 most recent.

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