Szewc, Manuel
- MLHAD-NF datasets
2022/03/09 by Tony Menzo, Ilten, Phil, Bierlich, Christian +9 · 6 citations
Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
- Unsupervised quark/gluon jet tagging with Poissonian Mixture Models
2021/12/21 by Ezequiel Álvarez, Alvarez, Ezequiel, Michael Spannowsky +3 · 4 citations
Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Particle Detector Development and Performance
- Characterizing the hadronization of parton showers using the HOMER method
2025/03/07 by Assi, Benoit, Bierlich, Christian, Ilten, Philip +6 · 3 citations
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
- Rejection Sampling with Autodifferentiation - Case study: Fitting a Hadronization Model
2024/11/04 by Heller, Nick, Ilten, Phil, Menzo, Tony +5 · 2 citations
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
- Iterative HOMER with uncertainties
2025/09/03 by Butter, Anja, Ore, Ayodele, Schweitzer, Sofia Palacios +10 · 1 citation
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)