Sfoglia per Autore  

Opzioni
Mostrati risultati da 1 a 100 di 116
Titolo Data di pubblicazione Autori File
A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces 1-gen-2024 Zappon, ElenaManzoni, AndreaGervasio, PaolaQuarteroni, Alfio
Efficient approximation of cardiac mechanics through reduced‐order modeling with deep learning‐based operator approximation 1-gen-2024 Cicci, LudovicaFresca, StefaniaManzoni, AndreaQuarteroni, Alfio
Multi-fidelity reduced-order surrogate modelling 1-gen-2024 Conti, PaoloManzoni, AndreaFrangi, Attilio +
Nonlinear model order reduction for problems with microstructure using mesh informed neural networks 1-gen-2024 Vitullo, PColombo, AFranco, NRManzoni, AZunino, P
A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs 1-gen-2024 Zappon, ElenaManzoni, AndreaQuarteroni, Alfio
A digital twin framework for civil engineering structures 1-gen-2024 Matteo TorzoniStefano MarianiAndrea Manzoni +
A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks 1-gen-2023 Torzoni, MManzoni, AMariani, S
Learning high-order interactions for polygenic risk prediction 1-gen-2023 Franco N. R.Manzoni A.Paganoni A. M.Ieva F.Zunino P. +
Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches 1-gen-2023 Gobat, GiorgioFresca, StefaniaManzoni, AndreaFrangi, Attilio
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma 1-gen-2023 Cavinato, LaraZunino, PaoloManzoni, AndreaIeva, Francesca +
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression 1-gen-2023 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 1-gen-2023 Torzoni, MatteoRosafalco, LucaMariani, StefanoCorigliano, AlbertoManzoni, Andrea
Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models 1-gen-2023 Fresca, StefaniaFatone, FedericoManzoni, Andrea
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM 1-gen-2023 Torzoni, MManzoni, AMariani, S
Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces 1-gen-2023 Franco N. R.Manzoni A.Zunino P.
Multi-fidelity surrogate modeling using long short-term memory networks 1-gen-2023 Conti, PaoloGuo, MengwuManzoni, AndreaHesthaven, Jan S.
Approximation bounds for convolutional neural networks in operator learning 1-gen-2023 Franco, Nicola RaresFresca, StefaniaManzoni, AndreaZunino, Paolo
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics 1-gen-2023 Cicci, LudovicaFresca, StefaniaPagani, StefanoManzoni, AndreaQuarteroni, Alfio
A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations 1-gen-2023 Franco, NicolaManzoni, AndreaZunino, Paolo
Efficient and certified solution of parametrized one-way coupled problems through DEIM-based data projection across non-conforming interfaces 1-gen-2023 Zappon, EQuarteroni, AManzoni, A
Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions 1-gen-2023 Paolo ContiGiorgio GobatStefania FrescaAndrea ManzoniAttilio Frangi
Indirect Optimal Control of Advection-Diffusion Fields through Distributed Robotic Swarms 1-gen-2022 Sinigaglia C.Manzoni A.Braghin F. +
Stabilized reduced-order models for unsteady incompressible flows in three-dimensional parametrized domains 1-gen-2022 Manzoni, A +
Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate 1-gen-2022 Torzoni, MatteoManzoni, AndreaMariani, Stefano
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring 1-gen-2022 Rosafalco, LucaTorzoni, MatteoMariani, StefanoManzoni, AndreaCorigliano, Alberto +
A Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning 1-gen-2022 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 1-gen-2022 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 1-gen-2022 Fresca S.Manzoni A.
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method 1-gen-2022 Pagani S.Manzoni A. +
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring 1-gen-2022 Torzoni M.Manzoni A.Mariani S.
Slow Conduction Corridors and Pivot Sites Characterize the Electrical Remodeling in Atrial Fibrillation 1-gen-2022 Frontera A.Pagani S.Manzoni A.Dede' L.Quarteroni A. +
Density Control of Large-Scale Particles Swarm Through PDE-Constrained Optimization 1-gen-2022 Sinigaglia, CManzoni, ABraghin, F
Fast active thermal cloaking through PDE-constrained optimization and reduced-order modelling 1-gen-2022 Sinigaglia, CarloQuadrelli, Davide E.Manzoni, AndreaBraghin, Francesco
Reduced order modeling of nonlinear microstructures through Proper Orthogonal Decomposition 1-gen-2022 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 1-gen-2022 Fresca, SGobat, GFrangi, AManzoni, A +
Deep-HyROMnet: A Deep Learning-Based Operator Approximation for Hyper-Reduction of Nonlinear Parametrized PDEs 1-gen-2022 Cicci, LFresca, SManzoni, A
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning 1-gen-2022 Torzoni M.Manzoni A.Mariani S.
Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities 1-gen-2022 Manzoni A.Conti P. +
Enhanced Bayesian model updating for structural health monitoring via deep learning 1-gen-2022 M. TorzoniA. ManzoniS. Mariani
Enabling supervised learning in structural health monitoring by simulating damaged structure responses through physics based models 1-gen-2022 L. RosafalcoA. ManzoniS. MarianiA. Corigliano
Unscented Kalman Filter Empowered by Bayesian Model Evidence for System Identification in Structural Dynamics 1-gen-2022 Rosafalco, LucaManzoni, AndreaCorigliano, AlbertoMariani, Stefano +
SHM under varying environmental conditions: an approach based on model order reduction and deep learning 1-gen-2022 Matteo TorzoniLuca RosafalcoAndrea ManzoniStefano MarianiAlberto Corigliano
Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models 1-gen-2021 Fresca S.Manzoni A.
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning 1-gen-2021 Pagani S.Manzoni A.
Parametric reduced order modelling and deep learning to accomplish pattern recognition and regression tasks 1-gen-2021 L. RosafalcoA. ManzoniS. MarianiA. Corigliano
A deep learning approach to metric-based damage localization in structural health monitoring 1-gen-2021 M. TorzoniA. ManzoniS. Mariani
Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers 1-gen-2021 L. RosafalcoA. ManzoniS. MarianiM. TorzoniA. Corigliano
Optimal Control of Partial Differential Equations. Analysis, Approximation, and Applications 1-gen-2021 A. ManzoniA. QuarteroniS. Salsa
An MCMC approach powered by a multi-fidelity deep neural network surrogate for damage localization in civil structures 1-gen-2021 M. TorzoniA. ManzoniS. Mariani
Computational bottlenecks for PROMs: Precomputation and hyperreduction 1-gen-2021 Manzoni A.Quarteroni A. +
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks 1-gen-2021 Salvador, M.Dedè, L.Manzoni, A.
Data integration for the numerical simulation of cardiac electrophysiology 1-gen-2021 Pagani S.Dede' L.Manzoni A.Quarteroni A.
A Comprehensive Deep Learning-Based Approach to Reduced Order Modeling of Nonlinear Time-Dependent Parametrized PDEs 1-gen-2021 Fresca, StefaniaDede’, LucaManzoni, Andrea
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity 1-gen-2021 Franco, Nicola RaresMassi, Michela CarlottaIeva, FrancescaManzoni, AndreaPaganoni, Anna MariaZunino, Paolo +
POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium 1-gen-2021 Fresca, StefaniaManzoni, AndreaDedè, LucaQuarteroni, Alfio
SUIHTER : a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy 1-gen-2021 N. ParoliniL. Dede’P. F. AntoniettiG. ArdenghiA. ManzoniE. MiglioM. VeraniA. Quarteroni +
Online structural health monitoring by model order reduction and deep learning algorithms 1-gen-2021 Rosafalco, LTorzoni, MManzoni, AMariani, SCorigliano, A
An autoencoder-based deep learning approach for load identification in structural dynamics 1-gen-2021 Rosafalco L.Manzoni A.Mariani S.Corigliano A.
Uncertainty Quantification for Parameter dependent Partial Differential Equations using Deep Neural Networks 1-gen-2021 N. FrancoA. ManzoniP. Zunino
A Computational Study of the Electrophysiological Substrate in Patients Suffering From Atrial Fibrillation 1-gen-2021 Pagani S.Dede' L.Salvador M.Manzoni A.Quarteroni A. +
Characterization of cardiac electrogram signals in atrial arrhythmias 1-gen-2021 Pagani S.Dede' L.Manzoni A.Quarteroni A. +
PH-0656 Prediction of toxicity after prostate cancer RT: the value of a SNP-interaction polygenic risk score 1-gen-2021 Massi, M.Franco, N.Ieva, F.Manzoni, A.Paganoni, A.Zunino, P. +
A time series autoencoder for load identification via dimensionality reduction of sensor recordings 1-gen-2020 Rosafalco, LucaCorigliano, AlbertoManzoni, AndreaMariani, Stefano
Outer loop and isthmus in ventricular tachycardia circuits: Characteristics and implications 1-gen-2020 Pagani S.Manzoni A.Dede' Luca.Quarteroni A. +
Deep learning-based reduced order models in cardiac electrophysiology 1-gen-2020 Fresca S.Manzoni A.Dede' L.Quarteroni A.
Fully convolutional networks for structural health monitoring through multivariate time series classification 1-gen-2020 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 1-gen-2020 Torzoni, MatteoRosafalco, LucaManzoni, Andrea
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort 1-gen-2020 Michela Carlotta MassiFrancesca IevaAnna Maria PaganoniPaolo ZuninoAndrea ManzoniNicola Rares Franco +
8 Reduced-order modeling for applications to the cardiovascular system 1-gen-2020 Andrea ManzoniStefano PaganiAlfio Quarteroni +
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences 1-gen-2020 Franco, Nicola RaresMassi, Michela CarlottaIeva, FrancescaPaganoni, Anna MariaManzoni, AndreaZunino, Paolo +
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics 1-gen-2020 M. C. MassiF. IevaA. PaganoniA. ManzoniP. ZuninoN. R. Franco +
A Hybrid Structural Health Monitoring Approach Based on Reduced-Order Modelling and Deep Learning 1-gen-2020 Rosafalco, LucaCorigliano, AlbertoManzoni, AndreaMariani, Stefano
An algebraic least squares reduced basis method for the solution of nonaffinely parametrized Stokes equations 1-gen-2019 Manzoni, A.Quarteroni, A. +
Hyper-reduced order models for parametrized unsteady Navier-Stokes equations on domains with variable shape 1-gen-2019 Manzoni, Andrea +
Multi space reduced basis preconditioners for parametrized Stokes equations 1-gen-2019 Dal Santo N.Manzoni A.Quarteroni A. +
A certified RB method for PDE-constrained parametric optimization problems 1-gen-2019 Manzoni A.Pagani S.
A saddle point approach to an optimal boundary control problem for steady Navier-Stokes equations 1-gen-2019 Manzoni, AndreaQuarteroni, AlfioSalsa, Sandro
Reduced-order modeling of blood flow for noninvasive functional evaluation of coronary artery disease 1-gen-2019 Manzoni A.Quarteroni A. +
Mathematical Modelling of the Human Cardiovascular System - Data, Numerical Approximation, Clinical Applications 1-gen-2019 Quarteroni A.Dede' L.Manzoni A.Vergara C.
Multi space reduced basis preconditioners for large-scale parametrized PDEs 1-gen-2018 DAL SANTO, NICCOLO'DEPARIS, SIMONE DANIELEManzoni, AndreaQuarteroni, Alfio
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method 1-gen-2018 PAGANI, STEFANOManzoni, AndreaQuarteroni, Alfio
Method and apparatus for predicting fluid flow through a subject conduit 1-gen-2018 A. QuarteroniA. Manzoni +
An adjoint-based method for the numerical approximation of shape optimization problems in presence of fluid-structure interaction 1-gen-2018 Manzoni, Andrea +
Reduced order modeling for cardiac electrophysiology and mechanics: New methodologies, challenges and perspectives 1-gen-2018 Manzoni, AndreaBONOMI, DIANAQuarteroni, Alfio
Efficient reduction of PDEs defined on domains with variable shape 1-gen-2017 Manzoni, Andrea +
A matrix DEIM technique for model reduction of nonlinear parametrized problems in cardiac mechanics 1-gen-2017 Manzoni, AndreaQuarteroni, Alfio +
An inverse problem for a semilinear parabolic equation arising from cardiac electrophysiology 1-gen-2017 Beretta, ElenaCerutti, M CristinaManzoni, AndreaRatti, Luca +
Numerical modeling of hemodynamics scenarios of patient-specific coronary artery bypass grafts 1-gen-2017 Ballarin, FrancescoFaggiano, ElenaManzoni, AndreaQuarteroni, Alfio +
A numerical investigation of multi space reduced basis preconditioners for parametrized elliptic advection-diffusion equations 1-gen-2017 Manzoni, Andrea +
Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter 1-gen-2017 PAGANI, STEFANOManzoni, AndreaQuarteroni, Alfio
A reconstruction algorithm based on topological gradient for an inverse problem related to a semilinear elliptic boundary value problem 1-gen-2017 BERETTA, ELENAManzoni Andrea +
The Cardiovascular System: Mathematical Modeling, Numerical Algorithms, Clinical Applications 1-gen-2017 QUARTERONI, ALFIO MARIAMANZONI, ANDREAVERGARA, CHRISTIAN
Reduced basis approximation and a posteriori error estimates for parametrized elliptic eigenvalue problems 1-gen-2016 FUMAGALLI, IVANMANZONI, ANDREAPAROLINI, NICOLAVERANI, MARCO
AN ASYMPTOTIC FORMULA FOR BOUNDARY POTENTIAL PERTURBATIONS IN A SEMILINEAR ELLIPTIC EQUATION RELATED TO CARDIAC ELECTROPHYSIOLOGY 1-gen-2016 BERETTA, ELENACERUTTI, MARIA CRISTINAMANZONI, ANDREAPIEROTTI, DARIO GIANCARLO
Fast simulations of patient-specific haemodynamics of coronary artery bypass grafts based on a POD-Galerkin method and a vascular shape parametrization 1-gen-2016 BALLARIN, FRANCESCOFAGGIANO, ELENAMANZONI, ANDREAQUARTERONI, ALFIO MARIAROZZA, GIANLUIGI +
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 1-gen-2016 MANZONI, ANDREAQUARTERONI, ALFIO MARIA +
Accurate solution of Bayesian inverse uncertainty quantification problems combining reduced basis methods and reduction error models 1-gen-2016 Manzoni, A.Pagani, S. +
Reduced Basis Isogeometric Methods (RB-IGA) for the real-time simulation of potential flows about parametrized NACA airfoils 1-gen-2015 Manzoni, AndreaHELTAI, LUCA +
Reduced basis approximation of parametrized optimal flow control problems for the Stokes equations 1-gen-2015 Manzoni, Andrea +
Reduced basis methods for partial differential equations: An introduction 1-gen-2015 QUARTERONI, ALFIO MARIAMANZONI, ANDREA +
Mostrati risultati da 1 a 100 di 116
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