Search Results for author: Alessandro Ferraro

Found 3 papers, 2 papers with code

Regression of high dimensional angular momentum states of light

no code implementations20 Jun 2022 Danilo Zia, Riccardo Checchinato, Alessia Suprano, Taira Giordani, Emanuele Polino, Luca Innocenti, Alessandro Ferraro, Mauro Paternostro, Nicolò Spagnolo, Fabio Sciarrino

The Orbital Angular Momentum (OAM) of light is an infinite-dimensional degree of freedom of light with several applications in both classical and quantum optics.

Dimensionality Reduction regression +1

Machine learning-based classification of vector vortex beams

1 code implementation16 May 2020 Taira Giordani, Alessia Suprano, Emanuele Polino, Francesca Acanfora, Luca Innocenti, Alessandro Ferraro, Mauro Paternostro, Nicolò Spagnolo, Fabio Sciarrino

Structured light is attracting significant attention for its diverse applications in both classical and quantum optics.

Quantum Physics

Supervised learning of time-independent Hamiltonians for gate design

5 code implementations19 Mar 2018 Luca Innocenti, Leonardo Banchi, Alessandro Ferraro, Sougato Bose, Mauro Paternostro

We show how the same conditions can be used to solve the problem numerically, via supervised learning techniques.

Quantum Physics

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