Kassabov, Zahari
- Machine Learning in High Energy Physics Community White Paper
2018/07/08 by Kim Albertsson, Albertsson, Kim, Piero Altoè +224 · 14 citations
Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neutrino Physics Research #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
- Parton Distributions with Theory Uncertainties: General Formalism and First Phenomenological Studies
2019/06/25 by The NNPDF Collaboration, Rabah Abdul Khalek, Khalek, Rabah Abdul +24 · 11 citations
Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Quantum Chromodynamics and Particle Interactions
- The Path to N3LO Parton Distributions
2024/02/28 by The NNPDF Collaboration, Richard D. Ball, Andrea Barontini +34 · 20 citations
Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions #Distributed and Parallel Computing Systems
- An open-source machine learning framework for global analyses of parton\n distributions
2021/09/06 by Richard D. Ball, Stefano Carrazza, Ball, Richard D. +31 · 11 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
- Determination of the theory uncertainties from missing higher orders on NNLO parton distributions with percent accuracy
2024/01/18 by Richard D. Ball, The NNPDF Collaboration, Andrea Barontini +34 · 12 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
- A First Determination of Parton Distributions with Theoretical Uncertainties
2019/05/10 by Rabah Abdul Khalek, The NNPDF Collaboration, Richard D. Ball +24 · 6 citations
Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Quantum Chromodynamics and Particle Interactions
- Photons in the proton: implications for the LHC
2024/01/16 by The NNPDF Collaboration, Ball, Richard D., Barontini, Andrea +16 · 9 citations
#FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
- SIMUnet: an open-source tool for simultaneous global fits of EFT Wilson coefficients and PDFs
2024/02/05 by Mark N. Costantini, Costantini, Mark N., Elie Hammou +13 · 5 citations
Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Magnetic confinement fusion research #Nuclear Physics and Applications
- Hide and seek: how PDFs can conceal New Physics
2023/07/19 by Elie Hammou, Hammou, Elie, Zahari Kassabov +13 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
- HighTEA: High energy Theory Event Analyser
2023/04/12 by M. Czakon, Zahari Kassabov, Czakon, Michał +7 · 1 citation
Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #Distributed and Parallel Computing Systems #Particle Detector Development and Performance