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Rob Verheyen

University College London(GB)

Publications by Year

Research Areas

Particle physics theoretical and experimental studies, High-Energy Particle Collisions Research, Quantum Chromodynamics and Particle Interactions, Computational Physics and Python Applications, Dark Matter and Cosmic Phenomena

Most-Cited Works

→ A comprehensive guide to the physics and usage of PYTHIA 8.3(2022)761 cited
→ 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
→ 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
Spin correlations in final-state parton showers and jet observables(2021)
→ Event Generation and Density Estimation with Surjective Normalizing Flows(2022)46 cited
→ PanScales parton showers for hadron collisions: formulation and fixed-order studies(2022)45 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