MANZONI, ANDREA
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 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 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 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 digital twin framework for civil engineering structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
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 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
A numerical investigation of multi space reduced basis preconditioners for parametrized elliptic advection-diffusion equations
2017-01-01 Santo, Niccolò Dal; Deparis, Simone; Manzoni, Andrea
A reconstruction algorithm based on topological gradient for an inverse problem related to a semilinear elliptic boundary value problem
2017-01-01 Beretta, Elena; Manzoni, Andrea; Ratti, Luca
A reduced computational and geometrical framework for inverse problems in hemodynamics
2013-01-01 T., Lassila; Manzoni, Andrea; Quarteroni, ALFIO MARIA; G., Rozza
A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces
2024-01-01 Zappon, Elena; Manzoni, Andrea; Gervasio, Paola; Quarteroni, Alfio
A saddle point approach to an optimal boundary control problem for steady Navier-Stokes equations
2019-01-01 Manzoni, Andrea; Quarteroni, Alfio; Salsa, Sandro
Accurate solution of Bayesian inverse uncertainty quantification problems combining reduced basis methods and reduction error models
2016-01-01 Manzoni, A.; Pagani, S.; Lassila, T.
An adjoint-based method for the numerical approximation of shape optimization problems in presence of fluid-structure interaction
2018-01-01 Manzoni, Andrea; Ponti, Luca
An algebraic least squares reduced basis method for the solution of nonaffinely parametrized Stokes equations
2019-01-01 Dal Santo, N.; Deparis, S.; Manzoni, A.; Quarteroni, A.
AN ASYMPTOTIC FORMULA FOR BOUNDARY POTENTIAL PERTURBATIONS IN A SEMILINEAR ELLIPTIC EQUATION RELATED TO CARDIAC ELECTROPHYSIOLOGY
2016-01-01 Beretta, Elena; Cerutti, MARIA CRISTINA; Manzoni, Andrea; Pierotti, DARIO GIANCARLO
An autoencoder-based deep learning approach for load identification in structural dynamics
2021-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.