Efficient classical training of model-free quantum photonic reservoir

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Model-independent estimation of the properties of quantum states is a central challenge in quantum technologies, as experimental imperfections, drifts, and imprecise models of the actual quantum dynamics inevitably hinder accurate reconstructions. Here, we introduce a training strategy for photonic quantum extreme learning machines in which both the learning stage and the optimization of the measurement … Continua a leggere

Network Nonlocality with Separable Measurements

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Quantum correlations in networks with independent sources have revealed novel forms of nonclassical behavior. While entanglement in the sources is a necessary ingredient, the role played by entanglement in the measurements remains largely unexplored. In particular, all existing demonstrations of full network nonlocality, certifying the nonclassicality of every source in the network, have relied on … Continua a leggere

Quantum Optical Neuron for Image Classification via Multiphoton Interference

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The rapid growth of machine learning is increasingly constrained by the energy and bandwidth limits of classical hardware. Optical and quantum technologies offer an alternative route, enabling high-dimensional, parallel information processing directly in the physical layer, particularly suited for imaging tasks. In this context, quantum photonic platforms provide both a natural mechanism for computing inner … Continua a leggere

Fabio Sciarrino invited speaker at “The XXII LNF Spring School “Bruno Touschek” in Nuclear, Subnuclear and Astroparticle Physics”

The 2026 edition will take place at the INFN, Laboratori Nazionali di Frascati, Italy, from Monday, May 11 to Friday, May 15, 2026. This edition of the School will include lectures on selected theoretical and experimental topics, discussion sessions, and a colloquium entitled “Quantum Computing: Status and Next Challenges,” which will be delivered by Fabio … Continua a leggere

Experimental randomness certification in a quantum network with independent sources published in Science Advances!

Randomness certification is a foundational and practical aspect of quantum information science, essential for se-curing quantum communication protocols. Traditionally, these protocols have been implemented and validatedwith a single entanglement source, as in the paradigmatic Bell scenario. However, advancing these protocols tosupport more complex configurations involving multiple entanglement sources is key to building robust architec-tures and … Continua a leggere

Just presented the first modular photonic Quantum computer: Qolossus 2.0

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On 9 December 2025 Sapienza University of Rome officially presented Qolossus 2.0, thefirst Italian photonic quantum computer. Qolossus 2.0 is based on photons, the quanta of light, rather than superconductingcircuits. This approach allows the system to operate at room temperature and makes itnaturally compatible with quantum communication networks, which also rely on photons totransmit information. … Continua a leggere

Quantum reservoir computing for photonic entanglement witnessing

Accurately estimating properties of quantum states, such as entanglement, while essential for the development of quantum technologies, remains a challenging task. Standard approaches to property estimation rely on detailed modeling of the measurement apparatus and a priori assumptions on their working principles. Even small deviations can greatly affect reconstruction accuracy and prediction reliability. Here, we … Continua a leggere

Quantum teleportation with dissimilar quantum dots over a hybrid quantum network

Photonic quantum information processing in metropolitan networks lays the foundation for a global quantum internet, yet typically requires identical emitters to ensure performance. The Nanophotonics and Quantum Lab groups at Sapienza managed to overcome this challenge by experimentally implementing quantum teleportation using originally dissimilar semiconductor quantum dots, engineering their electronic and optical properties via strain … Continua a leggere