Ludovica Cicci

Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs

Ludovica Cicci, Stefania Fresca, Andrea Manzoni · Journal of Scientific Computing · 2022 · 38 citations · Full text

Computing, Computer Science, Mathematics +17

Developing cardiac digital twin populations powered by machine learning provides electrophysiological insights in conduction and repolarization

Shuang Qian, Devran Uğurlu, Elliot Fairweather et al. · Nature Cardiovascular Research · 2025 · 34 citations · Full text

Medicine, Cardiology, Physiology +16

Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression

Ludovica Cicci, Stefania Fresca, Mengwu Guo et al. · Computers & Mathematics with Applications · 2023 · 30 citations · Full text

Computing, Computational Engineering, Mechanical Engineering +17

Efficient approximation of cardiac mechanics through reduced‐order modeling with deep learning‐based operator approximation

Ludovica Cicci, Stefania Fresca, Andrea Manzoni et al. · International Journal for Numerical Methods in Biomedical Engineering · 2023 · 16 citations · Full text

Engineering, Biomedical Engineering, High-performance Computing +17

Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics

Ludovica Cicci, Stefania Fresca, Stefano Pagani et al. · Mathematics in Engineering · 2022 · 15 citations · Full text

Life Sciences, Biomedical Engineering, Computational Engineering +17