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Ludovica Cicci
标题
引用次数
引用次数
年份
Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs
L Cicci, S Fresca, A Manzoni
Journal of Scientific Computing 93 (57), 2022
292022
Efficient approximation of cardiac mechanics through reduced-order modeling with deep learning-based operator approximation
L Cicci, S Fresca, A Manzoni, A Quarteroni
International Journal for Numerical Methods in Biomedical Engineering 40 (1), 2023
152023
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
L Cicci, S Fresca, M Guo, A Manzoni, P Zunino
Computers and Mathematics with Applications 149, 1-23, 2023
112023
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics
L Cicci, S Fresca, S Pagani, A Manzoni, A Quarteroni
Mathematics in Engineering 5 (2), 1-38, 2023
92023
Sensitivity analysis of a multi‐physics model for the vascular microenvironment
P Vitullo, L Cicci, L Possenti, A Coclite, ML Costantino, P Zunino
International journal for numerical methods in biomedical engineering 39 (11 …, 2023
82023
Reduced order modeling of the cardiac function across the scales
L Cicci, S Fresca, E Zappon, S Pagani, F Regazzoni, A Manzoni, ...
Reduced Order Models for the Biomechanics of Living Organs, 403-433, 2023
22023
Efficient reduced order modeling for nonlinear parameterized problems in elastodynamics: application to cardiac mechanics
L Cicci
12021
A deep learning-based operator approximation for model order reduction in structural mechanics
L Cicci, S Fresca, A Manzoni, A Quarteroni
PROCEEDINGS OF SIMAI 2020+ 21, 2021
2021
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