Andrea Manzoni

7PUBLICATIONS
21CO-AUTHORS
Numerical solution of differential and integral equationsComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Simulation, modelling, and programming of mechatronics systemsEpigenetics (incl. genome methylation and epigenomics)Data structures and algorithms
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Publications (7)

|Dec 12, 2023
Deep learning-based surrogate models for parametrized PDEs: Handling geometric variability through graph neural networks.

Nicola Rares Franco, Stefania Fresca, Filippo Tombari

|Nov 03, 2023
Efficient approximation of cardiac mechanics through reduced-order modeling with deep learning-based operator approximation.

Ludovica Cicci, Stefania Fresca, Andrea Manzoni

|Mar 30, 2023
Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches.

Giorgio Gobat, Stefania Fresca, Andrea Manzoni

|Feb 10, 2023
Learning high-order interactions for polygenic risk prediction.

Michela C Massi, Nicola R Franco, Andrea Manzoni

|Feb 14, 2022
SUIHTER: a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy.

N Parolini, L Dede', P F Antonietti

|Jul 02, 2021
An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics.

Luca Rosafalco, Andrea Manzoni, Stefano Mariani

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Frequent Collaborators

2 joint publications

Stefania Fresca

1 joint publications

N Parolini

1 joint publications

L Dede'

1 joint publications

P F Antonietti