A deep learning-based surrogate model for seismic data assimilation in fault activation modeling. - Caterina Millevoi; Claudia Zoccarato; Massimiliano Ferronato (CoRR, 2024)

On Physics-Informed Neural Networks training for coupled hydro-poromechanical problems. - Caterina Millevoi; Nicolò Spiezia; Massimiliano Ferronato (J. Comput. Phys., 2024)

A Physics-Informed Neural Network approach for compartmental epidemiological models. - Caterina Millevoi; Damiano Pasetto; Massimiliano Ferronato (PLoS Comput. Biol., 2024)