Sfoglia per Autore
A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces
2024-01-01 Zappon, Elena; Manzoni, Andrea; Gervasio, Paola; Quarteroni, Alfio
Efficient approximation of cardiac mechanics through reduced‐order modeling with deep learning‐based operator approximation
2024-01-01 Cicci, Ludovica; Fresca, Stefania; Manzoni, Andrea; Quarteroni, Alfio
Multi-fidelity reduced-order surrogate modelling
2024-01-01 Conti, Paolo; Guo, Mengwu; Manzoni, Andrea; Frangi, Attilio; Brunton, Steven L.; Nathan Kutz, J.
Nonlinear model order reduction for problems with microstructure using mesh informed neural networks
2024-01-01 Vitullo, P; Colombo, A; Franco, Nr; Manzoni, A; Zunino, P
A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs
2024-01-01 Zappon, Elena; Manzoni, Andrea; Quarteroni, Alfio
A digital twin framework for civil engineering structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
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
Learning high-order interactions for polygenic risk prediction
2023-01-01 Massi, M. C.; Franco, N. R.; Manzoni, A.; Paganoni, A. M.; Park, H. A.; Hoffmeister, M.; Brenner, H.; Chang-Claude, J.; Ieva, F.; Zunino, P.
Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches
2023-01-01 Gobat, Giorgio; Fresca, Stefania; Manzoni, Andrea; Frangi, Attilio
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma
2023-01-01 Cavinato, Lara; Hong, Jimin; Reinhard, Stefan; Wartenberg, Martin; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Shi, Kuangyu
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
2023-01-01 Cicci, L.; Fresca, S.; Guo, M.; Manzoni, A.; Zunino, P.
Damage identification using physics-based datasets: From convolutional to metric-informed damage-sensitive feature extractors
2023-01-01 Torzoni, Matteo; Rosafalco, Luca; Mariani, Stefano; Corigliano, Alberto; Manzoni, Andrea
Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models
2023-01-01 Fresca, Stefania; Fatone, Federico; Manzoni, Andrea
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces
2023-01-01 Franco, N. R.; Manzoni, A.; Zunino, P.
Multi-fidelity surrogate modeling using long short-term memory networks
2023-01-01 Conti, Paolo; Guo, Mengwu; Manzoni, Andrea; Hesthaven, Jan S.
Approximation bounds for convolutional neural networks in operator learning
2023-01-01 Franco, Nicola Rares; Fresca, Stefania; Manzoni, Andrea; Zunino, Paolo
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics
2023-01-01 Cicci, Ludovica; Fresca, Stefania; Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations
2023-01-01 Franco, Nicola; Manzoni, Andrea; Zunino, Paolo
Efficient and certified solution of parametrized one-way coupled problems through DEIM-based data projection across non-conforming interfaces
2023-01-01 Zappon, E; Quarteroni, A; Manzoni, A
Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions
2023-01-01 Conti, Paolo; Gobat, Giorgio; Fresca, Stefania; Manzoni, Andrea; Frangi, ATTILIO ALBERTO
Indirect Optimal Control of Advection-Diffusion Fields through Distributed Robotic Swarms
2022-01-01 Sinigaglia, C.; Manzoni, A.; Braghin, F.; Berman, S.
Stabilized reduced-order models for unsteady incompressible flows in three-dimensional parametrized domains
2022-01-01 Buoso, S; Manzoni, A; Alkadhi, H; Kurtcuoglu, V
Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate
2022-01-01 Torzoni, Matteo; Manzoni, Andrea; Mariani, Stefano
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 Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning
2022-01-01 Rosafalco, L.; Torzoni, M.; Manzoni, A.; Mariani, S.; Corigliano, A.
Combined Model Order Reduction Techniques and Artificial Neural Network for Data Assimilation and Damage Detection in Structures
2022-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
POD-DL-ROM: Enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition
2022-01-01 Fresca, S.; Manzoni, A.
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method
2022-01-01 Pagani, S.; Manzoni, A.; Carlberg, K. T.
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Slow Conduction Corridors and Pivot Sites Characterize the Electrical Remodeling in Atrial Fibrillation
2022-01-01 Frontera, A.; Pagani, S.; Limite, L. R.; Peirone, A.; Fioravanti, F.; Enache, B.; Cuellar Silva, J.; Vlachos, K.; Meyer, C.; Montesano, G.; Manzoni, A.; Dede', L.; Quarteroni, A.; Latcu, D. G.; Rossi, P.; Della Bella, P.
Density Control of Large-Scale Particles Swarm Through PDE-Constrained Optimization
2022-01-01 Sinigaglia, C; Manzoni, A; Braghin, F
Fast active thermal cloaking through PDE-constrained optimization and reduced-order modelling
2022-01-01 Sinigaglia, Carlo; Quadrelli, Davide E.; Manzoni, Andrea; Braghin, Francesco
Reduced order modeling of nonlinear microstructures through Proper Orthogonal Decomposition
2022-01-01 Gobat, G.; Opreni, A.; Fresca, S.; Manzoni, A.; Frangi, A.
Deep learning-based reduced order models for the real-time simulation of the nonlinear dynamics of microstructures
2022-01-01 Fresca, S; Gobat, G; Fedeli, P; Frangi, A; Manzoni, A
Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs
2022-01-01 Cicci, L; Fresca, S; Manzoni, A
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities
2022-01-01 Guo, M.; Manzoni, A.; Amendt, M.; Conti, P.; Hesthaven, J. S.
Enhanced Bayesian model updating for structural health monitoring via deep learning
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Enabling supervised learning in structural health monitoring by simulating damaged structure responses through physics based models
2022-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
Unscented Kalman Filter Empowered by Bayesian Model Evidence for System Identification in Structural Dynamics
2022-01-01 Rosafalco, Luca; Eftekhar Azam, Saeed; Manzoni, Andrea; Corigliano, Alberto; Mariani, Stefano
SHM under varying environmental conditions: an approach based on model order reduction and deep learning
2022-01-01 Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea; Mariani, Stefano; Corigliano, Alberto
Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models
2021-01-01 Fresca, S.; Manzoni, A.
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning
2021-01-01 Pagani, S.; Manzoni, A.
Parametric reduced order modelling and deep learning to accomplish pattern recognition and regression tasks
2021-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
A deep learning approach to metric-based damage localization in structural health monitoring
2021-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers
2021-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Torzoni, M.; Corigliano, A.
Optimal Control of Partial Differential Equations. Analysis, Approximation, and Applications
2021-01-01 Manzoni, A.; Quarteroni, A.; Salsa, S.
An MCMC approach powered by a multi-fidelity deep neural network surrogate for damage localization in civil structures
2021-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Computational bottlenecks for PROMs: Precomputation and hyperreduction
2021-01-01 Farhat, C.; Grimberg, S.; Manzoni, A.; Quarteroni, A.
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks
2021-01-01 Salvador, M.; Dedè, L.; Manzoni, A.
Data integration for the numerical simulation of cardiac electrophysiology
2021-01-01 Pagani, S.; Dede', L.; Manzoni, A.; Quarteroni, A.
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
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity
2021-01-01 Franco, Nicola Rares; Massi, Michela Carlotta; Ieva, Francesca; Manzoni, Andrea; Paganoni, Anna Maria; Zunino, Paolo; Veldeman, Liv; Ost, Piet; Fonteyne, Valérie; Talbot, Christopher J; Rattay, Tim; Webb, Adam; Johnson, Kerstie; Lambrecht, Maarten; Haustermans, Karin; De Meerleer, Gert; de Ruysscher, Dirk; Vanneste, Ben; Van Limbergen, Evert; Choudhury, Ananya; Elliott, Rebecca M; Sperk, Elena; Veldwijk, Marlon; Herskind, Carsten; Avuzzi, Barbara; Noris Chiorda, Barbara; Valdagni, Riccardo; Azria, David; Farcy-Jacquet, Marie-Pierre; Brengues, Muriel; Rosenstein, Barry S; Stock, Richard G; Vega, Ana; Elías Aguado-Barrera, Miguel; Sosa-Fajardo, Paloma; Dunning, Alison M; Fachal, Laura; Kerns, Sarah L; Payne, Debbie; Chang-Claude, Jenny; Seibold, Petra; Ml West, Catharine; Rancati, Tiziana
POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium
2021-01-01 Fresca, Stefania; Manzoni, Andrea; Dedè, Luca; Quarteroni, Alfio
SUIHTER : a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy
2021-01-01 Parolini, N.; Dede’, L.; Antonietti, P. F.; Ardenghi, G.; Manzoni, A.; Miglio, E.; Pugliese, A.; Verani, M.; Quarteroni, A.
Online structural health monitoring by model order reduction and deep learning algorithms
2021-01-01 Rosafalco, L; Torzoni, M; Manzoni, A; Mariani, S; Corigliano, A
An autoencoder-based deep learning approach for load identification in structural dynamics
2021-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
Uncertainty Quantification for Parameter dependent Partial Differential Equations using Deep Neural Networks
2021-01-01 Franco, N.; Manzoni, A.; Zunino, P.
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.
Characterization of cardiac electrogram signals in atrial arrhythmias
2021-01-01 Frontera, A.; Limite, L. R.; Pagani, S.; Hadjis, A.; Cireddu, M.; Sala, S.; Tsitsinakis, G.; Paglino, G.; Peretto, G.; Lipartiti, F.; Bisceglia, C.; Radinovic, A.; D'Angelo, G.; Marzi, A.; Baratto, F.; Vergara, P.; Dede', L.; Gulletta, S.; Manzoni, A.; Mazzone, P.; Quarteroni, A.; della Bella, P.
PH-0656 Prediction of toxicity after prostate cancer RT: the value of a SNP-interaction polygenic risk score
2021-01-01 Rancati, T.; Massi, M.; Franco, N.; Avuzzi, B.; Azria, D.; Choudhury, A.; Cicchetti, A.; Dirk, D. R.; Dunning, A.; Elliott, R.; Ieva, F.; Kerns, S.; Lambrecht, M.; Manzoni, A.; Paganoni, A.; Rosenstein, B.; Seibold, P.; Sperk, E.; Talbot, C.; Vega, A.; Veldeman, L.; Zunino, P.; Webb, A.; Chang-Claude, J.; West, C.
A time series autoencoder for load identification via dimensionality reduction of sensor recordings
2020-01-01 Rosafalco, Luca; Corigliano, Alberto; Manzoni, Andrea; Mariani, Stefano
Outer loop and isthmus in ventricular tachycardia circuits: Characteristics and implications
2020-01-01 Frontera, A.; Pagani, S.; Limite, L. R.; Hadjis, A.; Manzoni, A.; Dede', Luca.; Quarteroni, A.; Della Bella, P.
Deep learning-based reduced order models in cardiac electrophysiology
2020-01-01 Fresca, S.; Manzoni, A.; Dede', L.; Quarteroni, A.
Fully convolutional networks for structural health monitoring through multivariate time series classification
2020-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
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 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
8 Reduced-order modeling for applications to the cardiovascular system
2020-01-01 Dal Santo, Niccolò; Manzoni, Andrea; Pagani, Stefano; Quarteroni, ALFIO MARIA
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences
2020-01-01 Franco, Nicola Rares; Massi, Michela Carlotta; Ieva, Francesca; Paganoni, Anna Maria; Manzoni, Andrea; Zunino, Paolo; Rancati, Tiziana; West, Catharine
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics
2020-01-01 Massi, M. C.; Ieva, F.; Paganoni, A.; Manzoni, A.; Zunino, P.; Franco, N. R.; Rancati, T.; West, C.
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
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.
Hyper-reduced order models for parametrized unsteady Navier-Stokes equations on domains with variable shape
2019-01-01 Santo, Niccolò Dal; Manzoni, Andrea
Multi space reduced basis preconditioners for parametrized Stokes equations
2019-01-01 Dal Santo, N.; Deparis, S.; Manzoni, A.; Quarteroni, A.
A certified RB method for PDE-constrained parametric optimization problems
2019-01-01 Manzoni, A.; Pagani, S.
A saddle point approach to an optimal boundary control problem for steady Navier-Stokes equations
2019-01-01 Manzoni, Andrea; Quarteroni, Alfio; Salsa, Sandro
Reduced-order modeling of blood flow for noninvasive functional evaluation of coronary artery disease
2019-01-01 Buoso, S.; Manzoni, A.; Alkadhi, H.; Plass, A.; Quarteroni, A.; Kurtcuoglu, V.
Mathematical Modelling of the Human Cardiovascular System - Data, Numerical Approximation, Clinical Applications
2019-01-01 Quarteroni, A.; Dede', L.; Manzoni, A.; Vergara, C.
Multi space reduced basis preconditioners for large-scale parametrized PDEs
2018-01-01 DAL SANTO, Niccolo'; Deparis, SIMONE DANIELE; Manzoni, Andrea; Quarteroni, Alfio
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method
2018-01-01 Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
Method and apparatus for predicting fluid flow through a subject conduit
2018-01-01 Kurtcuoglu, V.; Buoso, S.; Quarteroni, A.; Manzoni, A.
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
Reduced order modeling for cardiac electrophysiology and mechanics: New methodologies, challenges and perspectives
2018-01-01 Manzoni, Andrea; Bonomi, Diana; Quarteroni, Alfio
Efficient reduction of PDEs defined on domains with variable shape
2017-01-01 Manzoni, Andrea; Negri, Federico
A matrix DEIM technique for model reduction of nonlinear parametrized problems in cardiac mechanics
2017-01-01 Bonomi, Diana; Manzoni, Andrea; Quarteroni, Alfio
An inverse problem for a semilinear parabolic equation arising from cardiac electrophysiology
2017-01-01 Beretta, Elena; Cavaterra, Cecilia; Cerutti, M Cristina; Manzoni, Andrea; Ratti, Luca
Numerical modeling of hemodynamics scenarios of patient-specific coronary artery bypass grafts
2017-01-01 Ballarin, Francesco; Faggiano, Elena; Manzoni, Andrea; Quarteroni, Alfio; Rozza, Gianluigi; Ippolito, Sonia; Antona, Carlo; Scrofani, Roberto
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
Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter
2017-01-01 Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
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
The Cardiovascular System: Mathematical Modeling, Numerical Algorithms, Clinical Applications
2017-01-01 Quarteroni, ALFIO MARIA; Manzoni, Andrea; Vergara, Christian
Reduced basis approximation and a posteriori error estimates for parametrized elliptic eigenvalue problems
2016-01-01 Fumagalli, Ivan; Manzoni, Andrea; Parolini, Nicola; Verani, Marco
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
Fast simulations of patient-specific haemodynamics of coronary artery bypass grafts based on a POD-Galerkin method and a vascular shape parametrization
2016-01-01 Ballarin, Francesco; Faggiano, Elena; Ippolito, Sonia; Manzoni, Andrea; Quarteroni, ALFIO MARIA; Rozza, Gianluigi; Scrofani, Roberto
An online intrinsic stabilization strategy for the reduced basis approximation of parametrized advection-dominated problems - Une stratégie intrinsèque de stabilisation en ligne pour l'approximation bases réduites de problèmes paramètrés avec transport dominant
2016-01-01 Maday, Yvon; Manzoni, Andrea; Quarteroni, ALFIO MARIA
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.
Reduced Basis Isogeometric Methods (RB-IGA) for the real-time simulation of potential flows about parametrized NACA airfoils
2015-01-01 Manzoni, Andrea; Salmoiraghi, Filippo; Heltai, Luca
Reduced basis approximation of parametrized optimal flow control problems for the Stokes equations
2015-01-01 Negri, Federico; Manzoni, Andrea; Rozza, Gianluigi
Reduced basis methods for partial differential equations: An introduction
2015-01-01 Quarteroni, ALFIO MARIA; Manzoni, Andrea; Negri, Federico
Legenda icone
- file ad accesso aperto
- file disponibili sulla rete interna
- file disponibili agli utenti autorizzati
- file disponibili solo agli amministratori
- file sotto embargo
- nessun file disponibile