Deep learning-based reduced order models in cardiac electrophysiology von Fresca, Stefania, Manzoni, Andrea, Dedè, Luca, Quarteroni, Alfio

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A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations von Franco, Nicola, Manzoni, Andrea, Zunino, Paolo

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Real-Time Simulation of Parameter-Dependent Fluid Flows through Deep Learning-Based Reduced Order Models von Fresca, Stefania, Manzoni, Andrea

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An Autoencoder-Based Deep Learning Approach for Load Identification in Structural Dynamics von Rosafalco, Luca, Manzoni, Andrea, Mariani, Stefano, Corigliano, Alberto

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Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches von Gobat, Giorgio, Fresca, Stefania, Manzoni, Andrea, Frangi, Attilio

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POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium von Fresca, Stefania, Manzoni, Andrea, Dedè, Luca, Quarteroni, Alfio

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POD-DL-ROM: Enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition von Fresca, Stefania, Manzoni, Andrea

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Reduced Basis Methods for Partial Differential Equations: An Introduction von Quarteroni, Alfio

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Uncertainty quantification and sensitivity analysis of neuron models with ion concentration dynamics von Signorelli, Letizia, Manzoni, Andrea, Sætra, Marte J

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Fully convolutional networks for structural health monitoring through multivariate time series classification von Rosafalco, Luca, Manzoni, Andrea, Mariani, Stefano, Corigliano, Alberto

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Reduced Basis Isogeometric Methods (RB-IGA) for the real-time simulation of potential flows about parametrized NACA airfoils von Manzoni, Andrea, Salmoiraghi, Filippo, Heltai, Luca

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Outer loop and isthmus in ventricular tachycardia circuits: Characteristics and implications von Frontera, Antonio, Pagani, Stefano, Limite, Luca Rosario, Hadjis, Alexios, Manzoni, Andrea, Dedé, Luca, Quarteroni, Alfio, Della Bella, Paolo

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Model reduction techniques for fast blood flow simulation in parametrized geometries von Manzoni, Andrea, Quarteroni, Alfio, Rozza, Gianluigi

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A reduced computational and geometrical framework for inverse problems in hemodynamics von Lassila, Toni, Manzoni, Andrea, Quarteroni, Alfio, Rozza, Gianluigi

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Optimal Control of Partial Differential Equations: Analysis, Approximation, and Applications von Manzoni, Andrea, Quarteroni, Alfio, Salsa, Sandro

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Learning high-order interactions for polygenic risk prediction von Massi, Michela C, Franco, Nicola R, Manzoni, Andrea, Paganoni, Anna Maria, Park, Hanla A, Hoffmeister, Michael, Brenner, Hermann, Chang-Claude, Jenny, Ieva, Francesca, Zunino, Paolo

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Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models von Fresca, Stefania, Fatone, Federico, Manzoni, Andrea

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Fentanyl Sublingual Tablets Versus Subcutaneous Morphine for the Management of Severe Cancer Pain Episodes in Patients Receiving Opioid Treatment: A Double-Blind, Randomized, Nonin... von Zecca, Ernesto, Brunelli, Cinzia, Centurioni, Fabio, Manzoni, Andrea, Pigni, Alessandra, Caraceni, Augusto

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Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics von Cicci, Ludovica, Fresca, Stefania, Pagani, Stefano, Manzoni, Andrea, Quarteroni, Alfio

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Are the forearm muscles excited equally in different, professional piano players? von Thio-Pera, Alba, De Carlo, Matteo, Manzoni, Andrea, D'Elia, Fabrizio, Cerone, Giacinto Luigi, Putame, Giovanni, Terzini, Mara, Gazzoni, Marco, Bignardi, Cristina, Vieira, Taian

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