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DW

Daniel Whiteson

hep-exhep-phphysics.data-ancs.LGastro-ph.HEastro-ph.IMhep-thphysics.ins-detModels, TheoreticalElementary Particles

On Valency

published · living versions
W_umkfytmz·v1 · currentpublished
Deep Learning and its Application to LHC Physics
with Dan Guest, Kyle Cranmer
1 version

Preprints & journals

576 papers in the corpus · 2000–2026
The era of charmed resonance searches at the LHC2609.32054v1 · Daniel Whiteson2026 · 0 citationsarXiv
Combination of ATLAS and CMS Searches for Higgs Boson Pair Production at sqrt[s]=13  TeV.42854147 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 1 citationPhysical review letters. 2026;137(13):131803
Measurements of Z-Boson Pair Entanglement in Decays of Higgs Bosons at the ATLAS Experiment.42789880 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 2 citationsPhysical review letters. 2026;137(11):111804
Evidence of ZZγ Production with the ATLAS Detector.42726943 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 1 citationPhysical 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.42675441 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 0 citationsPhysical review letters. 2026;137(7):071801
Time-dependent signals of new physics at the LHC2605.11071v1 · Max H. Fieg, Patrick J. Fox, Jinbo Zhang et al.2026 · 0 citationsarXiv
Explicit or Implicit? Encoding Physics at the Precision Frontier2603.08802v3 · Victor Breso-Pla, Kevin Greif, Vinicius Mikuni et al.2026 · 0 citationsarXiv
Evidence for the Dimuon Decay of the Higgs Boson in pp Collisions with the ATLAS Detector.41418209 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 4 citationsPhysical review letters. 2025;135(23):231802
On Focusing Statistical Power for Searches and Measurements in Particle Physics2507.17831v3 · James Carzon, Aishik Ghosh, Rafael Izbicki et al.2025 · 0 citationsarXiv
Towards AI-assisted Neutrino Flavor Theory Design2506.08080v2 · Jason Benjamin Baretz, Max Fieg, Vijay Ganesh et al.2025 · 0 citationsarXiv
Fast and Precise Track Fitting with Machine Learning2505.02937v2 · Ryan Miller, Alexander Shmakov, Kyuho Oh et al.2025 · 0 citationsarXiv
Observation of tt[over ¯] Production in Pb+Pb Collisions at sqrt[s_NN]=5.02  TeV with the ATLAS Detector.40279599 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 5 citationsPhysical review letters. 2025;134(14):142301
Untangling New Physics in Single Resonant Top Quarks2502.14162v1 · Krish Wu, Brandon Sun, Nitish Polishetty et al.2025 · 0 citationsarXiv
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.40021189 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 13 citationsPhysical review letters. 2025;134(6):061803
Simultaneous Unbinned Differential Cross-Section Measurement of Twenty-Four Z+jets Kinematic Observables with the ATLAS Detector.39878999 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 20 citationsPhysical review letters. 2024;133(26):261803
Learning Broken Symmetries with Approximate Invariance2412.18773v2 · Seth Nabat, Aishik Ghosh, Edmund Witkowski et al.2024 · 2 citationsPhys. Rev. D 111 (2025) 072002
Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks2412.03819v3 · Haoyang Li, Marko Stamenkovic, Alexander Shmakov et al.2024 · 3 citationsJHEP 11 (2025) 119
Search for Light Long-Lived Particles in pp Collisions at sqrt[s]=13  TeV Using Displaced Vertices in the ATLAS Inner Detector.39485965 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 7 citationsPhysical review letters. 2024;133(16):161803
Learning to Reconstruct Quirky Tracks2410.00269v2 · Qiyu Sha, Daniel Murnane, Max Fieg et al.2024 · 0 citationsarXiv
Combination of Searches for Higgs Boson Pair Production in pp Collisions at sqrt[s]=13  TeV with the ATLAS Detector.39303265 · Aad, G, Aakvaag, E, Abbott, B et al.2024 · 34 citationsPhysical review letters. 2024;133(10):101801
Azimuthal Angle Correlations of Muons Produced via Heavy-Flavor Decays in 5.02 TeV Pb+Pb and pp Collisions with the ATLAS Detector.38829073 · Aad, G, Abbott, B, Abeling, K et al.2024 · 3 citationsPhysical review letters. 2024;132(20):202301
The Landscape of Unfolding with Machine Learning2404.18807v2 · Nathan Huetsch, Javier Marino Villadamigo, Alexander Shmakov et al.2024 · 24 citationsSciPost Phys. 18, 070 (2025)
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion2404.14332v3 · Alexander Shmakov, Kevin Greif, Michael James Fenton et al.2024 · 14 citationsSciPost Phys. 18, 117 (2025)
Study of High-Transverse-Momentum Higgs Boson Production in Association with a Vector Boson in the qqbb Final State with the ATLAS Detector.38613283 · Aad, G, Abbott, B, Abeling, K et al.2024 · 3 citationsPhysical review letters. 2024;132(13):131802
Evidence for the Higgs Boson Decay to a Z Boson and a Photon at the LHC.38277607 · Aad, G, Abbott, B, Abeling, K et al.2024 · 47 citationsPhysical review letters. 2024;132(2):021803
Search for Dark Photons in Rare Z Boson Decays with the ATLAS Detector.38181367 · Aad, G, Abbott, B, Abeling, K et al.2024 · 1 citationPhysical review letters. 2023;131(25):251801
Hadronic Mono-W′W' Probes of Dark Matter at Colliders2311.13578v2 · Ryan Holder, John Reddick, Matteo Cremonesi et al.2023 · 0 citationsarXiv
Jet Rotational Metrics2311.06686v2 · Alexis Romero, Daniel Whiteson2023 · 1 citationarXiv
Learning Broken Symmetries with Resimulation and Encouraged Invariance2311.05952v1 · Edmund Witkowski, Daniel Whiteson2023 · 0 citationsarXiv
Observation of Single-Top-Quark Production in Association with a Photon Using the ATLAS Detector.37977601 · Aad, G, Abbott, B, Abbott, D C et al.2023 · 12 citationsPhysical review letters. 2023;131(18):181901
New Physics in Single Resonant Top Quarks2311.00121v1 · Shelley Tong, James Corcoran, Max Fieg et al.2023 · 0 citationsarXiv
Observation of the γγ→ττ Process in Pb+Pb Collisions and Constraints on the τ-Lepton Anomalous Magnetic Moment with the ATLAS Detector.37897746 · Aad, G, Abbott, B, Abbott, D C et al.2023 · 44 citationsPhysical review letters. 2023;131(15):151802
Observation of an Excess of Dicharmonium Events in the Four-Muon Final State with the ATLAS Detector.37897770 · Aad, G, Abbott, B, Abeling, K et al.2023 · 115 citationsPhysical review letters. 2023;131(15):151902
Reconstruction of Unstable Heavy Particles Using Deep Symmetry-Preserving Attention Networks2309.01886v3 · Michael James Fenton, Alexander Shmakov, Hideki Okawa et al.2023 · 11 citationsCommun Phys 7, 139 (2024)
Artificial Intelligence for the Electron Ion Collider (AI4EIC)2307.08593v1 · C. Allaire, R. Ammendola, E.-C. Aschenauer et al.2023 · 16 citationsarXiv
Learning to Isolate Muons in Data2306.15737v1 · Edmund Witkowski, Benjamin Nachman, Daniel Whiteson2023 · 5 citationsarXiv
Visualization and Efficient Generation of Constrained High-dimensional Theoretical Parameter Spaces2305.12225v2 · Jason Baretz, Nicholas Carrara, Jacob Hollingsworth et al.2023 · 5 citationsarXiv
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics2305.10399v1 · Alexander Shmakov, Kevin Greif, Michael Fenton et al.2023 · 19 citationsarXiv
Career total: 2261 works. 576 are in this corpus.Showing the 50 most recent.

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