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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A computational model applied to myocardial perfusion in the human heart: From large coronaries to microvasculature von Di Gregorio, Simone, Fedele, Marco, Pontone, Gianluca, Corno, Antonio F., Zunino, Paolo, Vergara, Christian, Quarteroni, Alfio

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A computational study of cancer hyperthermia based on vascular magnetic nanoconstructs von Nabil, Mahdi, Zunino, Paolo

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Robust numerical approximation of coupled Stokes' and Darcy's flows applied to vascular hemodynamics and biochemical transport von D'Angelo, Carlo, Zunino, Paolo

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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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Prediction of myocardial blood flow under stress conditions by means of a computational model von Di Gregorio, Simone, Vergara, Christian, Pelagi, Giovanni Montino, Baggiano, Andrea, Zunino, Paolo, Guglielmo, Marco, Fusini, Laura, Muscogiuri, Giuseppe, Rossi, Alexia, Rabbat, Mark G., Quarteroni, Alfio, Pontone, Gianluca

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A mixture model for water uptake, degradation, erosion and drug release from polydisperse polymeric networks von Soares, João S, Zunino, Paolo

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Derivation and analysis of coupled PDEs on manifolds with high dimensionality gap arising from topological model reduction von Laurino, Federica, Zunino, Paolo

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Distributed and Lumped Parameter Models for the Characterization of High Throughput Bioreactors von Iannetti, Laura, D'Urso, Giovanna, Conoscenti, Gioacchino, Cutrì, Elena, Tuan, Rocky S, Raimondi, Manuela T, Gottardi, Riccardo, Zunino, Paolo

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Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study von Dedè, Luca, Regazzoni, Francesco, Vergara, Christian, Zunino, Paolo, Guglielmo, Marco, Scrofani, Roberto, Fusini, Laura, Cogliati, Chiara, Pontone, Gianluca, Quarteroni, Alfio

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A three-dimensional method for morphological analysis and flow velocity estimation in microvasculature on-a-chip von Rota, Alberto, Possenti, Luca, Offeddu, Giovanni S, Senesi, Martina, Stucchi, Adelaide, Venturelli, Irene, Rancati, Tiziana, Zunino, Paolo, Kamm, Roger D, Costantino, Maria Laura

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Analysis of backward Euler/extended finite element discretization of parabolic problems with moving interfaces von Zunino, Paolo

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Multiscale Modeling of Glacial Loading by a 3D Thermo-Hydro-Mechanical Approach Including Erosion and Isostasy von Cerroni, Daniele, Penati, Mattia, Porta, Giovanni, Miglio, Edie, Zunino, Paolo, Ruffo, Paolo

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Numerical solvers for a poromechanic problem with a moving boundary von Cerroni, Daniele, Adrian Radu, Florin, Zunino, Paolo

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Approximation bounds for convolutional neural networks in operator learning von Franco, Nicola Rares, Fresca, Stefania, Manzoni, Andrea, Zunino, Paolo

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Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces von Franco, Nicola Rares, Manzoni, Andrea, Zunino, Paolo

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A Lagrange multiplier method for a Stokes–Biot fluid–poroelastic structure interaction model von Ambartsumyan, Ilona, Khattatov, Eldar, Yotov, Ivan, Zunino, Paolo

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A computational framework for fluid–porous structure interaction with large structural deformation von Zakerzadeh, Rana, Zunino, Paolo

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Mathematical and Numerical Modeling of Solute Dynamics in Blood Flow and Arterial Walls von Quarteroni, Alfio, Alessandro Veneziani, Paolo Zunino

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Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression von Cicci, Ludovica, Fresca, Stefania, Guo, Mengwu, Manzoni, Andrea, Zunino, Paolo

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