Quantum computing model of an artificial neuron with continuously valued input data. - Stefano Mangini; Francesco Tacchino; Dario Gerace; Chiara Macchiavello; Daniele Bajoni (Mach. Learn. Sci. Technol., 2020)

The Dawn of Quantum Natural Language Processing. - Riccardo Di Sipio; Jia-Hong Huang; Samuel Yen-Chi Chen; Stefano Mangini; Marcel Worring (ICASSP, 2022)

Quantum variational learning for entanglement witnessing. - Francesco Scala; Stefano Mangini; Chiara Macchiavello; Daniele Bajoni; Dario Gerace (IJCNN, 2022)

Quantum neural network autoencoder and classifier applied to an industrial case study. - Stefano Mangini; Alessia Marruzzo; Marco Piantanida; Dario Gerace; Daniele Bajoni; Chiara Macchiavello (Quantum Mach. Intell., 2022)

Entanglement entropy production in Quantum Neural Networks. - Marco Ballarin; Stefano Mangini; Simone Montangero; Chiara Macchiavello; Riccardo Mengoni (Quantum, 2023)

Quantum state reconstruction in a noisy environment via deep learning. - Angela Rosy Morgillo; Stefano Mangini; Marco Piastra; Chiara Macchiavello (Quantum Mach. Intell., 2024)

Low variance estimations of many observables with tensor networks and informationally-complete measurements. - Stefano Mangini; Daniel Cavalcanti (Quantum, 2025)

TensorRL-QAS: Reinforcement learning with tensor networks for scalable quantum architecture search. - Akash Kundu; Stefano Mangini (CoRR, 2025)