SC
Sascha Caron
hep-phhep-exastro-ph.HEastro-ph.IMcs.LGastro-ph.COphysics.data-ancs.AIphysics.comp-phphysics.hist-ph
On Valency
published · living versionsW_eqg7rkbp·v1 · currentpublished
The First Deep Learning all-sky List of Fermi-LAT Gamma-ray Sources
with Saptashwa Bhattacharyya, Giacomo Principe, Dmitry Malyshev, Roberto Ruiz de Austri +3
1 version
Preprints & journals
374 papers in the corpus · 2003–2026Observation 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
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.42826970 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 1 citationPhysical review letters. 2026;137(12):121901
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
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.42503122 · Aad, G, Aakvaag, E, Abbott, B et al.2026 · 0 citationsPhysical review letters. 2026;137(2):021801
Masked-Token Prediction for Anomaly Detection at the Large Hadron Collider2604.21035v2 · Ambre Visive, Roberto Ruiz de Austri, Polina Moskvitina et al.2026 · 0 citationsarXiv
On the Codesign of Scientific Experiments and Industrial Systems2603.26613v1 · Tommaso Dorigo, Pietro Vischia, Shahzaib Abbas et al.2026 · 1 citationarXiv
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
BGRem: A background noise remover for astronomical images based on a diffusion model2510.04718v3 · Rodney Nicolaas, Sascha Caron, Fiorenzo Stoppa et al.2025 · 0 citationsA&A 710, A131 (2026)
Event Tokenization and Masked-Token Prediction for Anomaly Detection at the Large Hadron Collider2509.26218v2 · Ambre Visive, Polina Moskvitina, Clara Nellist et al.2025 · 0 citationsarXiv
TrackFormers Part 2: Enhanced Transformer-Based Models for High-Energy Physics Track Reconstruction2509.26411v2 · Sascha Caron, Nadezhda Dobreva, Maarten Kimpel et al.2025 · 0 citationsarXiv
Towards a foundation model for astrophysical source detection: An End-to-End Gamma-Ray Data Analysis Pipeline Using Deep Learning2509.25128v2 · Judit P'erez-Romero, Saptashwa Bhattacharyya, Sascha Caron et al.2025 · 0 citationsarXiv
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.41004732 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 7 citationsPhysical review letters. 2025;135(11):111802
Hits to Higgs: Hit-Level Higgs Classification from Raw LHC Detector Data Using Higgsformer2508.19190v4 · Sascha Caron, Polina Moskvitina, Roberto Ruiz de Austri et al.2025 · 0 citationsarXiv
Towards a Large Physics Benchmark2507.21695v1 · Kristian G. Barman, Sascha Caron, Faegheh Hasibi 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
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.40215501 · Aad, G, Aakvaag, E, Abbott, B et al.2025 · 3 citationsPhysical review letters. 2025;134(12):121801
Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF2503.14192v1 · Sascha Caron, Andreas Ipp, Gert Aarts 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
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models2501.05382v1 · Kristian G. Barman, Sascha Caron, Emily Sullivan et al.2025 · 11 citationsEur. Phys. J. C 85, 1066 (2025)
Trackformers: in search of transformer-based particle tracking for the high-luminosity LHC era.40292242 · Caron, Sascha, Dobreva, Nadezhda, Ferrer Sánchez, Antonio et al.2025 · 2 citationsThe European physical journal. C, Particles and fields. 2025;85(4):460
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
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.39423379 · Aad, G, Abbott, B, Abeling, K et al.2024 · 7 citationsPhysical 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.39303233 · Aad, G, Aakvaag, E, Abbott, B et al.2024 · 5 citationsPhysical 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.39303265 · Aad, G, Aakvaag, E, Abbott, B et al.2024 · 34 citationsPhysical review letters. 2024;133(10):101801
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
Universal Anomaly Detection at the LHC: Transforming Optimal Classifiers and the DDD Method2406.18469v4 · Sascha Caron, Jos'e Enrique Garc'ia Navarro, Mar'ia Moreno Ll'acer et al.2024 · 2 citationsarXiv
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
Search for Nearly Mass-Degenerate Higgsinos Using Low-Momentum Mildly Displaced Tracks in pp Collisions at sqrt[s]=13 TeV with the ATLAS Detector.38877905 · Aad, G, Aakvaag, E, Abbott, B et al.2024 · 14 citationsPhysical review letters. 2024;132(22):221801
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering2405.17325v1 · Uraz Odyurt, Nadezhda Dobreva, Zef Wolffs et al.2024 · 0 citationsConnecting The Dots Workshop 2023 (CTD2023)
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
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
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.38457710 · Aad, G, Abbott, B, Abeling, K et al.2024 · 35 citationsPhysical review letters. 2024;132(8):081801
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
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.38181336 · Aad, G, Abbott, B, Abeling, K et al.2024 · 35 citationsPhysical review letters. 2023;131(25):251802
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
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.37955510 · Aad, G, Abbott, B, Abeling, K et al.2023 · 28 citationsPhysical 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.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
Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research2309.03780v2 · Uraz Odyurt, Stephen Nicholas Swatman, Ana-Lucia Varbanescu et al.2023 · 2 citationsComputational Science ICCS 2024. Lecture Notes in Computer Science. 14833 (2024) 84-99
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
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.37625051 · Aad, G, Abbott, B, Abbott, D C et al.2023 · 38 citationsPhysical review letters. 2023;131(6):061803
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