Filippo Vicentini
- Quantum computing and artificial intelligence: status and perspectives
2025/05/29 by Giovanni Acampora, Andris Ambainis, Acampora, Giovanni +75 · 6 voices · 7 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #cs.AI #cs.LG #quant-ph
- Time-dependent Neural Galerkin Method for Quantum Dynamics
2024/12/16 by Alessandro Sinibaldi, Sinibaldi, Alessandro, Douglas Hendry +5 · 1 voice · 12 citations
#quant-ph #cond-mat.other #physics.comp-ph
- Positive-definite parametrization of mixed quantum states with deep neural networks
2022/06/27 by Filippo Vicentini, Riccardo Rossi, Vicentini, Filippo +3 · 4 citations
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
- Modern applications of machine learning in quantum sciences
2022/04/08 by Anna Dawid, Dawid, Anna, Julian Arnold +55 · 3 citations
Computer Science · Materials Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Variational dynamics of open quantum systems in phase space
2023/07/14 by Debbie Eeltink, Eeltink, Debbie, Filippo Vicentini +3 · 3 citations
Computer Science · Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems #Statistics and Probability (physics.data-an)
- Looking elsewhere: improving variational Monte Carlo gradients by importance sampling
2025/07/07 by Antoine Misery, Luca Gravina, Misery, Antoine +5 · 1 voice · 5 citations
Computer Science · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum many-body systems #cond-mat.dis-nn #cond-mat.stat-mech #cond-mat.str-el #quant-ph
- Data for "Design principles of deep translationally-symmetric neural quantum states for frustrated magnets"
2025/05/06 by Rajah P. Nutakki, Nutakki, Rajah P., Ahmedeo Shokry +3 · 3 citations
Physics and Astronomy · #Atomic and Subatomic Physics Research #Magnetic properties of thin films #Physics of Superconductivity and Magnetism