Personal information

France

Activities

Employment (4)

École Polytechnique: Palaiseau, FR

2023-04-01 to present | Assistant Professor (Center for Theoretical Physics)
Employment
Source: Self-asserted source
Filippo Vicentini

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2020-09-15 to 2023-03-31 | Postdoctoral Researcher (Department of Physics)
Employment
Source: Self-asserted source
Filippo Vicentini

Flatiron Institute: New York, NY, US

2020-04-01 to 2020-08-01 | Visiting Research Scholar (Center of Computational Quantum Physics)
Employment
Source: Self-asserted source
Filippo Vicentini

Université de Paris UFR Physique: Paris, Île-de-France, FR

2016-11-01 to 2020-03 | Ph.D. Student (Laboratoire Matériaux et Phénomènes Quantiques)
Employment
Source: Self-asserted source
Filippo Vicentini

Education and qualifications (3)

Université de Paris: Paris, Île-de-France, FR

2016-10-01 to 2019-12-12 | Ph.D. in Theoretical Physics (Department of Physics, Université Paris 7 Denis Diderot)
Education
Source: Self-asserted source
Filippo Vicentini

Università degli Studi di Padova: Padova, Veneto, IT

2014-10-01 to 2016-09-28 | M.Sc (G. Galilei - Physics Department)
Education
Source: Self-asserted source
Filippo Vicentini

Università degli Studi di Padova: Padova, Veneto, IT

2011-10-01 to 2014-07-25 | B.Sc (G. Galilei - Physics Department)
Education
Source: Self-asserted source
Filippo Vicentini

Professional activities (1)

Atos: Paris, FR

2019-07-03 | Atos - Joseph Fourier Award in computational sciences
Distinction
Source: Self-asserted source
Filippo Vicentini

Funding (1)

Neural Dynamics for Quantum Matter – NDQM

Grant
Agence Nationale de la Recherche (Paris, FR)
GRANT_NUMBER: ANR-23-CE30-0018
Source: Self-asserted source
Filippo Vicentini via DimensionsWizard

Works (20)

Variational benchmarks for quantum many-body problems

Science
2024-10-18 | Journal article
Contributors: Dian Wu; Riccardo Rossi; Filippo Vicentini; Nikita Astrakhantsev; Federico Becca; Xiaodong Cao; Juan Carrasquilla; Francesco Ferrari; Antoine Georges; Mohamed Hibat-Allah et al.
Source: check_circle
Crossref

Neural Projected Quantum Dynamics: a systematic study

2024-10-14 | Preprint
Contributors: Luca Gravina; Vincenzo Savona; Filippo Vicentini
Source: Self-asserted source
Filippo Vicentini

Empirical Sample Complexity of Neural Network Mixed State Reconstruction

Quantum
2024-05-23 | Journal article
Part of ISSN: 2521-327X
Contributors: Haimeng Zhao; Giuseppe Carleo; Filippo Vicentini
Source: Self-asserted source
Filippo Vicentini

Efficiency of neural quantum states in light of the quantum geometric tensor

2024-03-07 | Preprint
Contributors: Sidhartha Dash; Filippo Vicentini; Michel Ferrero; Antoine Georges
Source: check_circle
Crossref

Unbiasing time-dependent Variational Monte Carlo by projected quantum evolution

Quantum
2023-10-10 | Journal article
Part of ISSN: 2521-327X
Contributors: Alessandro Sinibaldi; Clemens Giuliani; Giuseppe Carleo; Filippo Vicentini
Source: Self-asserted source
Filippo Vicentini

Variational Embeddings for Many Body Quantum Systems

2023-09-15 | Preprint
Contributors: Stefano Barison; Filippo Vicentini; Giuseppe Carleo
Source: Self-asserted source
Filippo Vicentini

Learning ground states of gapped quantum Hamiltonians with Kernel Methods

Quantum
2023-08-29 | Journal article
Part of ISSN: 2521-327X
Contributors: Clemens Giuliani; Filippo Vicentini; Riccardo Rossi; Giuseppe Carleo
Source: Self-asserted source
Filippo Vicentini

From tensor-network quantum states to tensorial recurrent neural networks

Physical Review Research
2023-07-05 | Journal article
Contributors: Dian Wu; Riccardo Rossi; Filippo Vicentini; Giuseppe Carleo
Source: check_circle
Crossref

Variational dynamics as a ground-state problem on a quantum computer

Physical Review Research
2022-12-05 | Journal article
Contributors: Stefano Barison; Filippo Vicentini; Ignacio Cirac; Giuseppe Carleo
Source: check_circle
Crossref

NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems

SciPost Physics Codebases
2022-08-24 | Journal article
Contributors: Filippo Vicentini; Damian Hofmann; Attila Szabó; Dian Wu; Christopher Roth; Clemens Giuliani; Gabriel Pescia; Jannes Nys; Vladimir Vargas-Calderón; Nikita Astrakhantsev et al.
Source: Self-asserted source
Filippo Vicentini

Positive-definite parametrization of mixed quantum states with deep neural networks

2022-06-27 | Preprint
Contributors: Filippo Vicentini; Riccardo Rossi; Giuseppe Carleo
Source: Self-asserted source
Filippo Vicentini

Modern applications of machine learning in quantum sciences

2022-04-08 | Book
Contributors: Anna Dawid; Julian Arnold; Borja Requena; Alexander Gresch; Marcin Płodzień; Kaelan Donatella; Kim A. Nicoli; Paolo Stornati; Rouven Koch; Miriam Büttner et al.
Source: Self-asserted source
Filippo Vicentini

mpi4jax: Zero-copy MPI communication of JAX arrays

Journal of Open Source Software
2021-09-01 | Journal article
Part of ISSN: 2475-9066
Source: Self-asserted source
Filippo Vicentini

An efficient quantum algorithm for the time evolution of parameterized circuits

Quantum
2021-07-28 | Journal article
Part of ISSN: 2521-327X
Source: Self-asserted source
Filippo Vicentini

Machine learning toolbox for quantum many body physics

Nature Reviews Physics
2021-03 | Journal article
Part of ISSN: 2522-5820
Source: Self-asserted source
Filippo Vicentini

Optimal stochastic unraveling of disordered open quantum systems: Application to driven-dissipative photonic lattices

Physical Review A
2019 | Journal article
EID:

2-s2.0-85063288775

Contributors: Vicentini, F.; Minganti, F.; Biella, A.; Orso, G.; Ciuti, C.
Source: Self-asserted source
Filippo Vicentini via Scopus - Elsevier

Nonlinear Polariton Fluids in a Flatband Reveal Discrete Gap Solitons

Physical Review Letters
2019-09-13 | Journal article
Part of ISSN: 0031-9007
Part of ISSN: 1079-7114
Source: Self-asserted source
Filippo Vicentini

NetKet: A machine learning toolkit for many-body quantum systems

SoftwareX
2019-07 | Journal article
Part of ISSN: 2352-7110
Source: Self-asserted source
Filippo Vicentini

Variational Neural-Network Ansatz for Steady States in Open Quantum Systems

Physical Review Letters
2019-06-28 | Journal article
Part of ISSN: 0031-9007
Part of ISSN: 1079-7114
Source: Self-asserted source
Filippo Vicentini

Critical slowing down in driven-dissipative Bose-Hubbard lattices

Physical Review A
2018 | Journal article
EID:

2-s2.0-85041436300

Contributors: Vicentini, F.; Minganti, F.; Rota, R.; Orso, G.; Ciuti, C.
Source: Self-asserted source
Filippo Vicentini via Scopus - Elsevier

Peer review (5 reviews for 4 publications/grants)

Review activity for Communications physics. (1)
Review activity for Nature (1)
Review activity for Nature communications (1)
Review activity for npj quantum information. (2)