MANZONI, ANDREA
8 Reduced-order modeling for applications to the cardiovascular system
2020-01-01 Dal Santo, Niccolò; Manzoni, Andrea; Pagani, Stefano; Quarteroni, Alfio
A certified RB method for PDE-constrained parametric optimization problems
2019-01-01 Manzoni, A.; Pagani, S.
A combination between the reduced basis method and the ANOVA expansion: On the computation of sensitivity indices
2013-01-01 Devaud, Denis; Manzoni, Andrea; Rozza, Gianluigi
A Combined Model-Order Reduction and Deep Learning Approach for Structural Health Monitoring under Varying Operational and Environmental Conditions
2020-01-01 Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea
A Comprehensive Deep Learning-Based Approach to Reduced Order Modeling of Nonlinear Time-Dependent Parametrized PDEs
2021-01-01 Fresca, Stefania; Dede’, Luca; Manzoni, Andrea
A computational framework for predictive digital twins of civil engineering structures
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A computational framework for predictive digital twins of civil engineering structures
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A computational framework for predictive digital twins of civil structures using neural networks and probabilistic graphical models
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A Computational Study of the Electrophysiological Substrate in Patients Suffering From Atrial Fibrillation
2021-01-01 Pagani, S.; Dede', L.; Frontera, A.; Salvador, M.; Limite, L. R.; Manzoni, A.; Lipartiti, F.; Tsitsinakis, G.; Hadjis, A.; Della Bella, P.; Quarteroni, A.
A deep learning approach to metric-based damage localization in structural health monitoring
2021-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations
2023-01-01 Franco, Nicola; Manzoni, Andrea; Zunino, Paolo
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort
2020-01-01 Massi, MICHELA CARLOTTA; Gasperoni, Francesca; Ieva, Francesca; Paganoni, ANNA MARIA; Zunino, Paolo; Manzoni, Andrea; Franco, NICOLA RARES; Veldeman, Liv; Ost, Piet; Fonteyne, Val('(e))rie; Talbot, Christopher J.; Rattay, Tim; Webb, Adam; Symonds, Paul R.; Johnson, Kerstie; Lambrecht, Maarten; Haustermans, Karin; De Meerleer, Gert; de Ruysscher, Dirk; Vanneste, Ben; Van Limbergen, Evert; Choudhury, Ananya; Elliott, Rebecca M.; Sperk, Elena; Herskind, Carsten; Veldwijk, Marlon R.; Avuzzi, Barbara; Giandini, Tommaso; Valdagni, Riccardo; Cicchetti, Alessandro; Azria, David; Farcy Jacquet, Marie-Pierre; Rosenstein, Barry S.; Stock, Richard G.; Collado, Kayla; Vega, Ana; El('(i))as Aguado-Barrera, Miguel; Calvo, Patricia; Dunning, Alison M.; Fachal, Laura; Kerns, Sarah L.; Payne, Debbie; Chang-Claude, Jenny; Seibold, Petra; West, Catharine M. L.; Rancati, Tiziana
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
A digital twin framework for civil engineering structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring
2022-01-01 Colombera, Giorgia; Rosafalco, Luca; Torzoni, Matteo; Gatti, Filippo; Mariani, Stefano; Manzoni, Andrea; Corigliano, Alberto
A Hybrid Structural Health Monitoring Approach Based on Reduced-Order Modelling and Deep Learning
2020-01-01 Rosafalco, Luca; Corigliano, Alberto; Manzoni, Andrea; Mariani, Stefano
A matrix DEIM technique for model reduction of nonlinear parametrized problems in cardiac mechanics
2017-01-01 Bonomi, Diana; Manzoni, Andrea; Quarteroni, Alfio
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs
2024-01-01 Zappon, Elena; Manzoni, Andrea; Quarteroni, Alfio