RESEARCH INTERESTS
Quantum and classical machine learning
Artificial intelligence and quantum optics
Multi-photon interference and its validation
Integrated photonic quantum circuits
MARIE SKLODOWSKA-CURIE IF
2021 - 2022, Innsbruck
MAZINGER (Mach-Zehnder and Interference Get Enhanced by Reinforcement Learning)
ESQ POSTDOC
2019 - 2020, Innsbruck
Interplay between AI and quantum technologies.
PHD, POSTDOC
2013 - 2016 - 2018, Rome
Boson sampling with integrated photonics.
PUBLICATIONS
2020
QUANTUM OPTICS AND ML
Flamini F, et al, Photonic architecture for reinforcement learning, New J. Phys. 22, 045002 (2020).
2014 - 2020
VALIDATION OF MULTI-PHOTON INTERFERENCE
Flamini F, et al, Validating multi-photon interference with finite data, Quantum Sci. Technol. 5, 045005 (2020).
Giordani T, et al, Experimental quantification of genuine four-photon indistinguishability, New J. Phys. 22, 043001 (2020).
Flamini F, et al, Visual assessment of multi-photon interference, Quantum Sci. Technol. 4, 2 (2019).
Agresti I, et al, Pattern recognition techniques for Boson Sampling validation, Phys. Rev. X 9, 011013 (2019).
Brod D J, et al, Witnessing genuine multiphoton indistinguishability, Phys. Rev. Lett. 122, 063602 (2019).
Viggianiello N, et al, Optimal photonic indistinguishability tests in multimode networks, Sci. Bull. 63 (22), 1470-1478 (2018).
Giordani T, et al, Experimental statistical signature of many-body quantum interference, Nat. Photonics 12 (3), 173-178 (2018).
Viggianiello N, et al, Experimental generalized quantum suppression law in Sylvester interferometers, New J. Phys. 20, 033017 (2018).
Crespi A, et al, Suppression law of quantum states in a 3D photonic fast Fourier transform chip, Nat. Commun. 7, 10469 (2016).
Bentivegna M, et al, Bayesian approach to boson sampling validation, Int. J. Quantum Inf. 12, 1560028 (2015).
Spagnolo N, et al, Experimental validation of photonic boson sampling, Nat. Photonics 8, 615-620 (2014).
2015 - 2018
PHOTONICS - OTHERS
Flamini F, et al, Observation of photonic states dynamics in 3-D integrated Fourier circuits, J. Opt. 20, 7 (2018).
Flamini F, et al, Photonic quantum information processing: a review, Rep. Prog. Phys. 82, 1 (2018).
Flamini F, et al, Benchmarking integrated linear-optical architectures for quantum information processing, Sci. Rep. 7, 15133 (2017).
Flamini F, et al, Generalized quantum fast transformations via femtosecond laser writing technique, Interdiscip. Inf. Sci. 23, 115-118 (2017).
Flamini F, et al, Thermally reconfigurable quantum photonic circuits at telecom wavelength by femtosecond laser micromachining, Light Sci. Appl. 4, e354 (2015). [ Highlight in: Horiuchi N, Reconfigurable circuits, Nat. Photonics 10, 73 (2016). ]
Bentivegna M, et al, Experimental scattershot boson sampling, Sci. Adv. 1, e1400255 (2015).
AWARDS
PIERO BROVETTO PRIZE
Awarded by the Italian Physical Society (SIF) for the theoretical and experimental contributions to the development of thermo-reconfigurable photonic devices.
September 2016