Ludovica Cicci

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Solving Partial Differential Equations

Unsupervised Learning

Gaussian Process

Top Venues

Comput. Math. Appl.

J. Sci. Comput.

Publications

Ludovica Cicci, Stefania Fresca, Mengwu Guo, Andrea Manzoni, Paolo Zunino
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression. Comput. Math. Appl. 149 (2023)
Ludovica Cicci, Stefania Fresca, Mengwu Guo, Andrea Manzoni, Paolo Zunino
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression. CoRR (2023)
Ludovica Cicci, Stefania Fresca, Andrea Manzoni
Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs. J. Sci. Comput. 93 (2) (2022)
Ludovica Cicci, Stefania Fresca, Andrea Manzoni
Deep-HyROMnet: A deep learning-based operator approximation for hyper-reduction of nonlinear parametrized PDEs. CoRR (2022)
Ludovica Cicci, Stefania Fresca, Andrea Manzoni, Alfio Quarteroni
Efficient approximation of cardiac mechanics through reduced order modeling with deep learning-based operator approximation. CoRR (2022)