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

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

Preprints & journals

388 papers in the corpus · 2000–2026
Observation of a B_c^*+ Meson with the ATLAS Detector.42886898 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 0 citationsPhysical review letters. 2026;137(14):141901
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
Reconstructing conformal field theoretical compositions with Transformers2605.01072v1 · Haotian Cao, Garrett Merz, Kyle Cranmer et al.2026 · 0 citationsarXiv
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision2602.17582v1 · Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi et al.2026 · 0 citationsarXiv
Quasiprobabilistic Density Ratio Estimation with a Reverse Engineered Classification Loss Function2512.19913v1 · Matthew Drnevich, Stephen Jiggins, Kyle Cranmer2025 · 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
Efficient Estimation of Unfactorizable Systematic Uncertainties2509.15500v2 · Alexis Romero, Kyle Cranmer, Daniel Whiteson2025 · 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
The 200 Gbps Challenge: Imagining HL-LHC analysis facilities2503.15464v1 · Alexander Held, Sam Albin, Garhan Attebury et al.2025 · 0 citationsarXiv
Self-Supervised Learning Strategies for Jet Physics2503.11632v1 · Patrick Rieck, Kyle Cranmer, Etienne Dreyer et al.2025 · 1 citationarXiv
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
Recurrent Features of Amplitudes in Planar N=4\mathcal{N}=4 Super Yang-Mills Theory2501.05743v2 · Tianji Cai, Francois Charton, Kyle Cranmer et al.2025 · 2 citationsarXiv
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
Disentangling Sources of Momentum Fluctuations in Xe+Xe and Pb+Pb Collisions with the ATLAS Detector.39752696 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 20 citationsPhysical 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.39485965 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 7 citationsPhysical 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.39485985 · Aad, G, Abbott, B, Abeling, K et al.2025 · 4 citationsPhysical review letters. 2024;133(16):161804
Neural Quasiprobabilistic Likelihood Ratio Estimation with Negatively Weighted Data2410.10216v1 · Matthew Drnevich, Stephen Jiggins, Judith Katzy et al.2024 · 3 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
EFT Workshop at Notre Dame2408.11229v1 · Nick Smith, Daniel Spitzbart, Jennet Dickinson et al.2024 · 0 citationsarXiv
Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics2407.19176v1 · Shoji Asai, Amalia Ballarino, Tulika Bose et al.2024 · 30 citationsarXiv
Statistical Combination of ATLAS Run 2 Searches for Charginos and Neutralinos at the LHC.39094132 · Aad, G, Abbott, B, Abeling, K et al.2024 · 11 citationsPhysical 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.38996325 · Hayrapetyan, A, Tumasyan, A, Adam, W et al.2024 · 16 citationsPhysical 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.38905640 · Aad, G, Aakvaag, E, Abbott, B et al.2024 · 10 citationsPhysical review letters. 2024;132(23):231801
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
Transforming the Bootstrap: Using Transformers to Compute Scattering Amplitudes in Planar N = 4 Super Yang-Mills Theory2405.06107v2 · Tianji Cai, Garrett W. Merz, Francois Charton et al.2024 · 16 citationsMach.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.38613283 · Aad, G, Abbott, B, Abeling, K et al.2024 · 3 citationsPhysical 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.38518341 · Aad, G, Abbott, B, Abeling, K et al.2024 · 7 citationsPhysical review letters. 2024;132(10):102301
Robust Anomaly Detection for Particle Physics Using Multi-Background Representation Learning2401.08777v1 · Abhijith Gandrakota, Lily Zhang, Aahlad Puli et al.2024 · 3 citationsarXiv
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
Observation of WZγ Production in pp Collisions at sqrt[s]=13  TeV with the ATLAS Detector.38277610 · Aad, G, Abbott, B, Abeling, K et al.2024 · 10 citationsPhysical review letters. 2024;132(2):021802
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
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
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
Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics2309.01156v1 · Kyle Cranmer, Gurtej Kanwar, S'ebastien Racaniere et al.2023 · 31 citationsNature Reviews Physics 5, 526-535 (2023)
Strong Constraints on Jet Quenching in Centrality-Dependent p+Pb Collisions at 5.02 TeV from ATLAS.37656838 · Aad, G, Abbott, B, Abbott, D C et al.2026 · 24 citationsPhysical review letters. 2023;131(7):072301
Career total: at least 3490 works. 388 are in this corpus.Showing the 50 most recent.

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