Melnitchouk, W.
- Snowmass 2021 White Paper: Electron Ion Collider for High Energy Physics
2022/03/24 by Rabah Abdul Khalek, U. D’Alesio, Khalek, R. Abdul +203 · 5 citations
Engineering · #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics
- Accelerating Markov Chain Monte Carlo sampling with diffusion models
2023/09/04 by N. T. Hunt-Smith, Wally Melnitchouk, Hunt-Smith, N. T. +9 · 5 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference
- Strong Interaction Physics at the Luminosity Frontier with 22 GeV Electrons at Jefferson Lab
2023/06/13 by Alberto Accardi, P. Achenbach, Accardi, A. +541 · 7 citations
Physics and Astronomy · Engineering · #Particle Detector Development and Performance #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics
- The 2010 Interim Report of the Long-Baseline Neutrino Experiment Collaboration Physics Working Groups
2011/10/27 by T. Akiri, The LBNE Collaboration, Akiri, T. +428 · 5 citations
Physics and Astronomy · #Astrophysics and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Neutrino Physics Research #Particle physics theoretical and experimental studies
- Gluon helicity from global analysis of experimental data and lattice QCD Ioffe time distributions
2023/10/27 by Karpie, J., Whitehill, R. M., Melnitchouk, W. +6 · 2 citations
#FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph)
- Toward a generative modeling analysis of CLAS exclusive 2π photoproduction
2023/07/10 by Taghreed Alghamdi, Yasir Alanazi, Alghamdi, T. +29 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies
- Machine learning-based event generator for electron-proton scattering
2020/08/06 by Y. Alanazi, P. Ambrozewicz, Alanazi, Y. +25 · 1 citation
Physics and Astronomy · Medicine · #Particle physics theoretical and experimental studies #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Kernel methods for evolution of generalized parton distributions
2024/12/18 by Adam Freese, Daniel Adamiak, Freese, A. +11 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies
- First study of polarized proton-proton scattering with small-x helicity evolution
2025/03/26 by Daniel Adamiak, Nicholas Baldonado, Adamiak, Daniel +17 · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #FOS: Physical sciences #Gamma-ray bursts and supernovae #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Solar and Space Plasma Dynamics
- Strangeness in the proton from W+charm production and SIDIS data
2024/12/31 by Anderson, Trey, W. Melnitchouk, Melnitchouk, W. +2 · 1 citation
Engineering · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Nuclear Theory (nucl-th) #Nuclear reactor physics and engineering #Particle Accelerators and Free-Electron Lasers #Particle Detector Development and Performance