Can physical information aid the generalization ability of Neural Networks for hydraulic modeling? - Gianmarco Guglielmo; Andrea Montessori; Jean-Michel Tucny; Michele La Rocca 002; Pietro Prestininzi (CoRR, 2024)

Physics-informed neural networks for microflows: Rarefied gas dynamics in cylinder arrays. - Jean-Michel Tucny; Marco Lauricella 001; Mihir Durve; Gianmarco Guglielmo; Andrea Montessori; Sauro Succi (J. Comput. Sci., 2025)