CICCI, LUDOVICA
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Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs
2022-01-01 Cicci, L; Fresca, S; Manzoni, A
Efficient approximation of cardiac mechanics through reduced‐order modeling with deep learning‐based operator approximation
2024-01-01 Cicci, Ludovica; Fresca, Stefania; Manzoni, Andrea; Quarteroni, Alfio
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics
2023-01-01 Cicci, Ludovica; Fresca, Stefania; Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
Sensitivity analysis of a multi-physics model for the vascular microenvironment
2023-01-01 Vitullo, P.; Cicci, L.; Possenti, L.; Coclite, A.; Costantino, M. L.; Zunino, P.
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
2023-01-01 Cicci, L.; Fresca, S.; Guo, M.; Manzoni, A.; Zunino, P.