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Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs
Riccardo Tenderini, Luca Pegolotti, Fanwei Kong, Stefano Pagani, Francesco Regazzoni, Alison L. Marsden, Simone Deparis
PDF Project 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