Sfoglia per Autore
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
Modeling hypoxia-induced radiation resistance and the impact of radiation sources
2024-01-01 Possenti, Luca; Vitullo, Piermario; Cicchetti, Alessandro; Zunino, Paolo; Rancati, Tiziana
Mesh-Informed Neural Networks for Operator Learning in Finite Element Spaces
2023-01-01 Franco, N. R.; Manzoni, A.; Zunino, P.
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
Sensitivity analysis of a multi-physics model for the vascular microenvironment
2023-01-01 Vitullo, P.; Cicci, L.; Possenti, L.; Coclite, A.; Costantino, M. L.; Zunino, P.
A three-dimensional method for morphological analysis and flow velocity estimation in microvasculature on-a-chip
2023-01-01 Rota, A.; Possenti, L.; Offeddu, G. S.; Senesi, M.; Stucchi, A.; Venturelli, I.; Rancati, T.; Zunino, P.; Kamm, R. D.; Costantino, M. L.
Approximation bounds for convolutional neural networks in operator learning
2023-01-01 Franco, Nicola Rares; Fresca, Stefania; Manzoni, Andrea; Zunino, Paolo
Reduced Lagrange multiplier approach for non-matching coupling of mixed-dimensional domains
2023-01-01 Heltai, Luca; Zunino, Paolo
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.
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.
A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations
2023-01-01 Franco, Nicola; Manzoni, Andrea; Zunino, Paolo
Hybrid-dimensional models for blood flow and mass transport: Sequential and embedded 3D-1D models
2022-01-01 Formaggia, L.; Zunino, P.
Prediction of myocardial blood flow under stress conditions by means of a computational model
2022-01-01 Di Gregorio, S.; Vergara, C.; Pelagi, G. M.; Baggiano, A.; Zunino, P.; Guglielmo, M.; Fusini, L.; Muscogiuri, G.; Rossi, A.; Rabbat, M. G.; Quarteroni, A.; Pontone, G.
A Multiscale Poromechanics Model Integrating Myocardial Perfusion and the Epicardial Coronary Vessels
2022-01-01 Barnafi Wittwer, Nicolás Alejandro; Gregorio, Simone Di; Dede', Luca; Zunino, Paolo; Vergara, Christian; Quarteroni, Alfio
Iterative splitting schemes for a soft material poromechanics model
2022-01-01 Both, J. W.; Barnafi, N. A.; Radu, F. A.; Zunino, P.; Quarteroni, A.
A coupled 3D-1D multiscale Keller-Segel model of chemotaxis and its application to cancer invasion
2022-01-01 Bubba, Federica; Perthame, Benoit; Cerroni, Daniele; Ciarletta, Pasquale; Zunino, Paolo
T cell therapy against cancer: A predictive diffuse-interface mathematical model informed by pre-clinical studies
2022-01-01 Pozzi, G.; Grammatica, B.; Chaabane, L.; Catucci, M.; Mondino, A.; Zunino, P.; Ciarletta, P.
Uncertainty Quantification for Parameter dependent Partial Differential Equations using Deep Neural Networks
2021-01-01 Franco, N.; Manzoni, A.; Zunino, 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.
Analysis and Approximation of Mixed-Dimensional PDEs on 3D-1D Domains Coupled with Lagrange Multipliers
2021-01-01 Kuchta, Miroslav; Laurino, Federica; Mardal, Kent-Andre; Zunino, Paolo
Mathematical analysis and numerical approximation of a general linearized poro-hyperelastic model
2021-01-01 Barnafi Wittwer, N.; Zunino, P.; Dede', L.; Quarteroni, A.
Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study
2021-01-01 Dede', Luca; Regazzoni, Francesco; Vergara, Christian; Zunino, Paolo; Guglielmo, Marco; Scrofani, Roberto; Fusini, Laura; Cogliati, Chiara; Pontone, Gianluca; Quarteroni, ALFIO MARIA
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
A surrogate model for plaque modeling in carotids based on Robin conditions calibrated by cine MRI data
2021-01-01 Pozzi, S.; Domanin, M.; Forzenigo, L.; Votta, E.; Zunino, P.; Redaelli, A.; Vergara, C.
Mathematical and numerical modeling of atherosclerotic plaque progression based on fluid-structure interaction
2021-01-01 Pozzi, S.; Redaelli, A.; Vergara, C.; Votta, E.; Zunino, P.
A Mesoscale Computational Model for Microvascular Oxygen Transfer
2021-01-01 Possenti, L.; Cicchetti, A.; Rosati, R.; Cerroni, D.; Costantino, M. L.; Rancati, T.; Zunino, P.
A computational model applied to myocardial perfusion in the human heart: From large coronaries to microvasculature
2021-01-01 Di GREGORIO, Simone; Fedele, Marco; Pontone, Gianluca; Corno, Antonio F.; Zunino, Paolo; Vergara, Christian; Quarteroni, ALFIO MARIA
A Posteriori Model Error Analysis of 3D-1D Coupled PDEs
2021-01-01 Laurino, Federica; Brambilla, Stefano; Zunino, Paolo
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.
In silico model of the early effects of radiation therapy on the microcirculation and the surrounding tissues
2020-01-01 Cicchetti, A.; Laurino, F.; Possenti, L.; Rancati, T.; Zunino, P.
A global sensitivity analysis approach applied to a multiscale model of microvascular flow
2020-01-01 Possenti, L; Di Gregorio, S; Casagrande, G; Costantino, M L; Rancati, T; Zunino, P
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
A Mixed Dimensional Model for the Interaction of a Well with a Poroelastic Material
2020-01-01 Cerroni, Daniele; Zunino, Paolo; Adrian Florin Radu,
A hierarchical multiscale model for predicting the vascular behavior of blood-borne nanomedicines
2020-01-01 Laurino, F.; Coclite, A.; Tiozzo, A.; Decuzzi, P.; Zunino, P.
A multiscale heat transfer model for nuclear reactor assemblies
2020-01-01 Cerroni, Daniele; Da Vià, R.; Manservisi, S.; Zunino, P.
Computational modelling of microvasculature and microvascular environment
2019-01-01 Possenti, L.; Casagrande, G.; Costantino, M. L.; Rancati, T.; Zunino, P.
Numerical simulations of the microvascular fluid balance with a non-linear model of the lymphatic system
2019-01-01 Possenti, Luca; Casagrande, Giustina; Di Gregorio, Simone; Zunino, Paolo; Laura Costantino, Maria
A tissue chamber chip for assessing nanoparticle mobility in the extravascular space
2019-01-01 Lusi, Valeria; Moore, Thomas L.; Laurino, Federica; Coclite, Alessandro; Perreira, Rui; Ferreira, Miguel; Rizzuti, Ilaria; Palomba, Roberto; Zunino, Paolo; Duocastella, Marti; Mizrahy, Shoshy; Peer, Dan; Decuzzi, Paolo
A computational framework for fluid–porous structure interaction with large structural deformation
2019-01-01 Zakerzadeh, Rana; Zunino, Paolo
Numerical solvers for a poromechanic problem with a moving boundary
2019-01-01 Cerroni, Daniele; Adrian Radu, Florin; Zunino, Paolo
Mathematical analysis, finite element approximation and numerical solvers for the interaction of 3D reservoirs with 1D wells
2019-01-01 Cerroni, Daniele; Laurino, Federica; Zunino, Paolo
Multiscale modeling of glacial loading by a 3D thermo-hydro-mechanical approach including erosion and isostasy
2019-01-01 Cerroni, D.; Penati, M.; Porta, G.; Miglio, E.; Zunino, P.; Ruffo, P.
Application of Transmural Flow Across In Vitro Microvasculature Enables Direct Sampling of Interstitial Therapeutic Molecule Distribution
2019-01-01 Offeddu, G. S.; Possenti, L.; Loessberg-Zahl, J. T.; Zunino, P.; Roberts, J.; Han, X.; Hickman, D.; Knutson, C. G.; Kamm, R. D.
Derivation and analysis of coupled PDEs on manifolds with high dimensionality gap arising from topological model reduction
2019-01-01 Laurino, Federica; Zunino, Paolo
COMPUTATIONAL MODELING OF THE INTERACTION OF LYMPHATIC AND VASCULAR MICROCIRCULATION IN UREMIA
2018-01-01 Possenti, L.; Casagrande, G.; Di Gregorio, S.; Zunino, P.; Costantino, M. L.
Mathematical modelling, analysis and numerical approximation of second order elliptic problems with inclusions
2018-01-01 Koeppl, Tobias; Vidotto, Ettore; Wohlmuth, Barbara; Zunino, Paolo
A computational model for microcirculation including Fahraeus-Lindqvist effect, plasma skimming and fluid exchange with the tissue interstitium
2018-01-01 Possenti, Luca; Di gregorio, Simone; Gerosa, FANNIE MARIA; Raimondi, Giorgio; Casagrande, Giustina; Costantino, Maria Laura; Zunino, Paolo
Design and validation of an osteochondral bioreactor for the screening of treatments for osteoarthritis
2018-01-01 Nichols, Derek A.; Sondh, Inderbir S.; Litte, Steven R.; Zunino, Paolo; Gottardi, Riccardo
A mixed finite element method for modeling the fluid exchange between microcirculation and tissue interstitium
2018-01-01 Cerroni, Daniele; Laurino, Federica; Formaggia, Luca; Scotti, Anna; Zunino, Paolo
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