Daily Archives: April 20, 2022

6 posts

MOX Report on Hierarchical model reduction driven by machine learning for parametric advection-diffusion-reaction problems in the presence of noisy data

A new MOX report entitled “Hierarchical model reduction driven by machine learning for parametric advection-diffusion-reaction problems in the presence of noisy data” by Lupo Pasini, M.; Perotto, S. has appeared in the MOX Report Collection. The report can be donwloaded at the following link: https://www.mate.polimi.it/biblioteca/add/qmox/19/2022.pdf Abstract: We propose a new […]

MOX Report on An image-based computational fluid dynamics study of mitral regurgitation in presence of prolapse

A new MOX report entitled “An image-based computational fluid dynamics study of mitral regurgitation in presence of prolapse” by Bennati, L; Vergara, C; Giambruno, V; Fumagalli, I; Corno, A.F; Quarteroni, A; Puppini, G; Luciani, G.B has appeared in the MOX Report Collection. The report can be donwloaded at the following […]

MOX Report on Stabilization of staggered time discretization schemes for 0D-3D fluid-structure interaction problems

A new MOX report entitled “Stabilization of staggered time discretization schemes for 0D-3D fluid-structure interaction problems” by Regazzoni, F. has appeared in the MOX Report Collection. The report can be donwloaded at the following link: https://www.mate.polimi.it/biblioteca/add/qmox/17/2022.pdf Abstract: In this paper we analyze the numerical oscillations affecting time-staggered schemes for 0D-3D […]

MOX Report on A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation

A new MOX report entitled “A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation” by Cappozzo, A.; Ieva, F.; Fiorito, G. has appeared in the MOX Report Collection. The report can be donwloaded at the following link: https://www.mate.polimi.it/biblioteca/add/qmox/21/2022.pdf Abstract: Recent evidence highlights the […]

MOX Report on A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment

A new MOX report entitled “A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment” by Clementi, L.; Gregorio, C; Savarè, L.; Ieva, F; Santambrogio, M.D.; Sangalli, L.M. has appeared in the MOX Report Collection. The report can be donwloaded at the following link: https://www.mate.polimi.it/biblioteca/add/qmox/20/2022.pdf Abstract: Left ventricular remodeling is […]

MOX Report on Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains

A new MOX report entitled “Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains” by Regazzoni, F.; Pagani, S.; Quarteroni, A. has appeared in the MOX Report Collection. The report can be donwloaded at the following link: https://www.mate.polimi.it/biblioteca/add/qmox/22/2022.pdf Abstract: We introduce Universal Solution Manifold Network […]