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S. Caron | doi.page

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S. Caron

Radboud University Nijmegen(NL)National Institute for Subatomic Physics(NL)European Organization for Nuclear Research(CH)

Publications by Year

Research Areas

Particle physics theoretical and experimental studies, High-Energy Particle Collisions Research, Particle Detector Development and Performance, Quantum Chromodynamics and Particle Interactions, Dark Matter and Cosmic Phenomena

Most-Cited Works

→ The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider(2022)116 cited
→ Machine learning and LHC event generation(2023)103 cited
→ Event generation and statistical sampling for physics with deep generative models and a density information buffer(2021)100 cited
→ The BSM-AI project: SUSY-AI–generalizing LHC limits on supersymmetry with machine learning(2017)70 cited
→ Global analysis of the pMSSM in light of the Fermi GeV excess: prospects for the LHC Run-II and astroparticle experiments(2016)65 cited
→ A general search for new phenomena in ep scattering at HERA(2004)61 cited

→ Rare and Different: Anomaly Scores from a combination of likelihood and out-of-distribution models to detect new physics at the LHC(2022)

60 cited

→ Combining outlier analysis algorithms to identify new physics at the LHC(2021)55 cited

→ Profile likelihood maps of a 15-dimensional MSSM(2014)42 cited

→ Event Generation and Statistical Sampling for Physics with Deep\n Generative Models and a Density Information Buffer(2019)38 cited

Event generation and statistical sampling for physics with deep generative models and a density information buffer