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Cardiac Mechanopathies: Regional Stress Maldistribution as a Primary Determinant of Myocardial Disease
Francesca Bonanni, Oscar Werner, Cecilia Ferrantini, Corrado Poggesi, Francesco Regazzoni, Jan Bogaert, Alberto Giannoni, Iacopo Olivotto
Project
Cardiocirculatory Computational Models for the Study of Hypertension
Simone Celora, Andrea Tonini, Francesco Regazzoni, Luca Dede', Gianfranco Parati, Alfio Quarteroni
Project
Improvements on uncertainty quantification with variational autoencoders
Andrea Tonini, Tan Bui-Thanh, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
Project
Emergence of Structure in Ensembles of Random Neural Networks
Luca Muscarnera, Luigi Loreti, Giovanni Todeschini, Alessio Fumagalli, Francesco Regazzoni
Project
Physics-informed neural network estimation of active material properties in time-dependent cardiac biomechanical models
Matthias Höfler, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph Augustin, Gundolf Haase, Gernot Plank, Federica Caforio
PDF Project Project
Scientific Machine Learning for differential problems: integrating physics-based and data-driven approaches
Alfio Quarteroni, Paola Gervasio, Francesco Regazzoni
Project