Sfoglia per Autore
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.
Multi space reduced basis preconditioners for 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
Mathematical Modelling of the Human Cardiovascular System - Data, Numerical Approximation, Clinical Applications
2019-01-01 Quarteroni, A.; Dede', L.; Manzoni, A.; Vergara, C.
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
Fully convolutional networks for structural health monitoring through multivariate time series classification
2020-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Corigliano, A.
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
Deep learning-based reduced order models in cardiac electrophysiology
2020-01-01 Fresca, S.; Manzoni, A.; Dede', L.; Quarteroni, A.
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.
8 Reduced-order modeling for applications to the cardiovascular system
2020-01-01 Dal Santo, Niccolò; Manzoni, Andrea; Pagani, Stefano; Quarteroni, ALFIO MARIA
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 time series autoencoder for load identification via dimensionality reduction of sensor recordings
2020-01-01 Rosafalco, Luca; Corigliano, Alberto; Manzoni, Andrea; Mariani, Stefano
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.
Uncertainty Quantification for Parameter dependent Partial Differential Equations using Deep Neural Networks
2021-01-01 Franco, N.; Manzoni, A.; Zunino, P.
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