Filippo Vicentini

14 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Neural Projected Quantum Dynamics: a systematic study. Quantum Luca Gravina, Vincenzo Savona, Filippo Vicentini
2025	J	`jnl`	Quantum computing and artificial intelligence: status and perspectives. CoRR Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Evert P. L. van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm
2024	J	`jnl`	Empirical Sample Complexity of Neural Network Mixed State Reconstruction. Quantum Haimeng Zhao, Giuseppe Carleo, Filippo Vicentini
2023	J	`jnl`	Empirical Sample Complexity of Neural Network Mixed State Reconstruction. CoRR Haimeng Zhao, Giuseppe Carleo, Filippo Vicentini
2023	J	`jnl`	Learning ground states of gapped quantum Hamiltonians with Kernel Methods. CoRR Clemens Giuliani, Filippo Vicentini, Riccardo Rossi, Giuseppe Carleo
2023	J	`jnl`	Learning ground states of gapped quantum Hamiltonians with Kernel Methods. Quantum Clemens Giuliani, Filippo Vicentini, Riccardo Rossi, Giuseppe Carleo
2023	J	`jnl`	Unbiasing time-dependent Variational Monte Carlo by projected quantum evolution. Quantum Alessandro Sinibaldi, Clemens Giuliani, Giuseppe Carleo, Filippo Vicentini
2022	J	`jnl`	From Tensor Network Quantum States to Tensorial Recurrent Neural Networks. CoRR Dian Wu, Riccardo Rossi, Filippo Vicentini, Giuseppe Carleo
2022	J	`jnl`	Positive-definite parametrization of mixed quantum states with deep neural networks. CoRR Filippo Vicentini, Riccardo Rossi, Giuseppe Carleo
2021	J	`jnl`	An efficient quantum algorithm for the time evolution of parameterized circuits. Quantum Stefano Barison, Filippo Vicentini, Giuseppe Carleo
2021	J	`jnl`	NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems. CoRR Filippo Vicentini, Damian Hofmann, Attila Szabó, Dian Wu, Christopher Roth, Clemens Giuliani, Gabriel Pescia, Jannes Nys, Vladimir Vargas-Calderón, Nikita Astrakhantsev, Giuseppe Carleo
2021	J	`jnl`	mpi4jax: Zero-copy MPI communication of JAX arrays. J. Open Source Softw. Dion Häfner, Filippo Vicentini
2019	J	`jnl`	NetKet: A machine learning toolkit for many-body quantum systems. SoftwareX Giuseppe Carleo, Kenny Choo, Damian Hofmann, James E. T. Smith, Tom Westerhout, Fabien Alet, Emily J. Davis, Stavros Efthymiou, Ivan Glasser, Sheng-Hsuan Lin, Marta Mauri, Guglielmo Mazzola, Christian B. Mendl, Evert P. L. van Nieuwenburg, Ossian O'Reilly, Hugo Théveniaut, Giacomo Torlai, Filippo Vicentini, Alexander Wietek
2019	—	`—`	Stochastic and Neural Network methods for many-body open quantum systems. (Méthodes stochastiques et Neural Networks pour les systèmes quantiques ouverts à plusieurs corps). Filippo Vicentini