Aarts, Gert
- Applications of Machine Learning to Lattice Quantum Field Theory
2022/02/10 by Boyda, Denis, Calì, Salvatore, Foreman, Sam +8 · 6 citations
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG)
- Diffusion models for lattice gauge field simulations
2024/10/25 by Qianteng Zhu, Gert Aarts, Zhu, Qianteng +7 · 7 citations
Physics and Astronomy · Engineering · #Physics of Superconductivity and Magnetism #Superconducting Materials and Applications
- Physics-Conditioned Diffusion Models for Lattice Gauge Theory
2025/02/08 by Qianteng Zhu, Gert Aarts, Zhu, Qianteng +7 · 9 citations
Computer Science · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG)
- QCD at nonzero chemical potential: recent progress on the lattice
2014/12/02 by Gert Aarts, Aarts, Gert, Felipe Attanasio +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
- FASTSUM Generation 2L Anisotropic Thermal Lattice QCD Gauge Ensembles
2022/09/29 by Gert Aarts, Aarts, Gert, Chris Allton +27 · 3 citations
Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Quantum Chromodynamics and Particle Interactions
- Generative Diffusion Models for Lattice Field Theory
2023/11/06 by Lingxiao Wang, Wang, Lingxiao, Gert Aarts +3 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Neural Networks and Applications #Opinion Dynamics and Social Influence #Theoretical and Computational Physics
- News from bottomonium spectral functions in thermal QCD
2019/12/30 by Sam Offler, Offler, Sam, Gert Aarts +15 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
- Diffusion models and stochastic quantisation in lattice field theory
2024/12/18 by Gert Aarts, Aarts, Gert, Lingxiao Wang +3 · 2 citations
Economics, Econometrics and Finance · Mathematics · Computer Science · #Stochastic processes and financial applications #Advanced Topics in Algebra #Advanced Data Compression Techniques
- Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF
2025/03/18 by Caron, Sascha, Ipp, Andreas, Aarts, Gert +16 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Nuclear Theory (nucl-th)
- Diffusion models learn distributions generated by complex Langevin dynamics
2024/12/02 by Habibi, Diaa E., Gert Aarts, Aarts, Gert +4 · 1 citation
Computer Science · #Gaussian Processes and Bayesian Inference