Fernando Romero-López
- Aspects of scaling and scalability for flow-based sampling of lattice QCD
2022/11/14 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +23 · 11 citations
Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Scientific Computing and Data Management #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
- Normalizing flows for lattice gauge theory in arbitrary space-time dimension
2023/05/03 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +25 · 8 citations
Physics and Astronomy · Mathematics · #Particle physics theoretical and experimental studies #Probability and Statistical Research #Quantum Chromodynamics and Particle Interactions
- Lattice quantum chromodynamics at large isospin density: 6144 pions in a box
2023/07/27 by Ryan Abbott, William Detmold, Abbott, Ryan +15 · 8 citations
Physics and Astronomy · #High-Energy Particle Collisions Research #Quantum Chromodynamics and Particle Interactions #Particle physics theoretical and experimental studies
- Applications of flow models to the generation of correlated lattice QCD ensembles
2024/01/19 by Ryan Abbott, Aleksandar Botev, Abbott, Ryan +17 · 6 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
- Sampling QCD field configurations with gauge-equivariant flow models
2022/08/07 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +25 · 3 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis with R #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Particle physics theoretical and experimental studies
- Interactions of two and three mesons including higher partial waves from\n lattice QCD
2021/06/10 by Tyler D. Blanton, Andrew D. Hanlon, Blanton, Tyler D. +9 · 2 citations
Physics and Astronomy · #FOS: Physical sciences #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 #Quantum Chromodynamics and Particle Interactions
- Multi-hadron interactions from lattice QCD
2022/12/28 by Fernando Romero-López, Romero-López, Fernando · 2 citations
Physics and Astronomy · #Quantum Chromodynamics and Particle Interactions #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
- Progress in Normalizing Flows for 4d Gauge Theories
2025/02/01 by Ryan Abbott, Abbott, Ryan, Denis Boyda +11 · 2 citations
Engineering · #Fluid Dynamics and Turbulent Flows
- Two- and three-meson scattering amplitudes with physical quark masses from lattice QCD
2025/02/25 by Sebastian M. Dawid, Dawid, Sebastian M., Zachary T. Draper +13 · 3 citations
Physics and Astronomy · #Quantum Chromodynamics and Particle Interactions #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research
- Multiscale Normalizing Flows for Gauge Theories
2024/04/16 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +13 · 1 citation
Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Analysis Techniques #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat)
- 2-flavour SU(2) gauge theory with exponential clover Wilson fermions
2023/12/31 by Laurence Sebastian Bowes, Vincent Drach, Bowes, Laurence Sebastian +7 · 1 citation
Physics and Astronomy · #Black Holes and Theoretical Physics #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
- Practical applications of machine-learned flows on gauge fields
2024/04/17 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +13 · 1 citation
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics and Turbulent Flows #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods #Statistical Mechanics (cond-mat.stat-mech)
- Lattice evidence that scalar glueballs are small
2025/08/29 by Ryan Abbott, Abbott, Ryan, Daniel C. Hackett +7 · 3 citations
Physics and Astronomy · #FOS: Physical sciences #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 #Quantum Chromodynamics and Particle Interactions