Andrea Manzoni (A Manzoni)

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Coronavirus Disease

Convolutional Neural Network

Network Analysis

Top Venues

Sensors (Basel, Switzerland)

International journal for numerical methods in biomedical engineering

Proceedings. Mathematical, physical, and engineering sciences

This page only lists publications with an associated author ORCID identifier.

Publications

Michela Carlotta Massi, Nicola R Franco, Andrea Manzoni, Anna Maria Paganoni, Hanla A Park, Michael Hoffmeister, Hermann Brenner, Jenny Chang-Claude, Francesca Ieva, Paolo Zunino
Learning high-order interactions for polygenic risk prediction. PloS one 18 (2) (2023)
Giorgio Gobat, Stefania Fresca, Andrea Manzoni, Attilio Frangi
Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches. Sensors (Basel, Switzerland) 23 (6) (2023)
Michela Carlotta Massi, Nicola R Franco, Andrea Manzoni, Anna Maria Paganoni, Hanla A Park, Michael Hoffmeister, Hermann Brenner, Jenny Chang-Claude, Francesca Ieva, Paolo Zunino
Learning high-order interactions for polygenic risk prediction. PloS one 18 (2) (2023)
Ludovica Cicci, Stefania Fresca, Andrea Manzoni, Alfio Quarteroni
Efficient approximation of cardiac mechanics through reduced-order modeling with deep learning-based operator approximation. International journal for numerical methods in biomedical engineering (2023)
Michela Carlotta Massi, Nicola R Franco, Andrea Manzoni, Anna Maria Paganoni, Hanla A Park, Michael Hoffmeister, Hermann Brenner, Jenny Chang-Claude, Francesca Ieva, Paolo Zunino
Learning high-order interactions for polygenic risk prediction. PloS one 18 (2) (2023)
Giorgio Gobat, Stefania Fresca, Andrea Manzoni, Attilio Frangi
Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches. Sensors (Basel, Switzerland) 23 (6) (2023)
Michela Carlotta Massi, Nicola R Franco, Andrea Manzoni, Anna Maria Paganoni, Hanla A Park, Michael Hoffmeister, Hermann Brenner, Jenny Chang-Claude, Francesca Ieva, Paolo Zunino
Learning high-order interactions for polygenic risk prediction. PloS one 18 (2) (2023)
Stefano Pagani, Andrea Manzoni
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning. International journal for numerical methods in biomedical engineering 37 (6) (2021)
Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics. Sensors (Basel, Switzerland) 21 (12) (2021)
N Parolini, Luca Dedè, P F Antonietti, Giovanni Ardenghi, Andrea Manzoni, E Miglio, Andrea Pugliese, M Verani, Alfio M Quarteroni
SUIHTER: a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy. Proceedings. Mathematical, physical, and engineering sciences 477 (2253) (2021)