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Shallow instantaneous quantum polynomial-time circuits for generative modeling on noisy intermediate-scale quantum hardware

Oriol Balló-Gimbernat1,2,3,*, Marcos Arroyo-Sánchez1,2,3, Paula García-Molina2, Adan Garriga1, and Fernando Vilariño2,3

  • *Contact author: oriol.ballo@eurecat.org

Encoding numerical data for generative quantum machine learning

Michael Krebsbach, Florentin Reiter, Thomas Wellens, Hagen-Henrik Kowalski, and Ali Abedi

Quantum Sci. Technol. 11 045074 (2026)

Latent Style-Based Quantum Wasserstein GAN for Drug Design

Julien Baglio, Yacine Haddad, and Richard Polifka

Journal of Chemical Information and Modeling (2026)

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