A new MOX Report entitled “Ask Your Data—Supporting Data Science Processes by Combining AutoML and Conversational Interfaces” by Pidò, S.; Pinoli, P.; Crovari, P.; Ieva, F.; Garzotto, F.; Ceri, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/74-2023.pdf Abstract: Data Science is increasingly applied for solving […]
MOX_report
128 posts
A new MOX Report entitled “Nonlinear model order reduction for problems with microstructure using mesh informed neural networks” by Vitullo, P.; Colombo, A.; Franco, N.R.; Manzoni, A.; Zunino, P. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/68-2023.pdf Abstract: Many applications in computational physics involve approximating problems […]
A new MOX Report entitled “Assessing the Impact of Hybrid Teaching on Students’ Academic Performance via Multilevel Propensity Score-based techniques” by Ragni, A.; Ippolito, D.; Masci, C. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/70-2023.pdf Abstract: This study employs multilevel propensity score techniques in an innovative […]
A new MOX Report entitled “Reduced Lagrange multiplier approach for non-matching coupling of mixed-dimensional domains” by Heltai, L.; Zunino, P. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/64-2023.pdf Abstract: Many physical problems involving heterogeneous spatial scales, such as the flow through fractured porous media, the study […]
A new MOX Report entitled “A scalable well-balanced numerical scheme for the modelling of two-phase shallow granular landslide consolidation” by Gatti, F.; de Falco, C.; Perotto, S.; Formaggia, L.; Pastor, M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/65-2023.pdf Abstract: We introduce a new method to […]
A new MOX Report entitled “Deep learning-based reduced order models for the real-time simulation of the nonlinear dynamics of microstructures” by Fresca, S.; Gobat, G.; Fedeli, P.; Frangi, A.; Manzoni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/66-2023.pdf Abstract: We propose a non-intrusive Deep Learning-based […]
A new MOX Report entitled “Multi-fidelity surrogate modeling using long short-term memory networks” by Conti, P.; Guo, M.; Manzoni, A.; Hesthaven, J.S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/67-2023.pdf Abstract: When evaluating quantities of interest that depend on the solutions to differential equations, we inevitably […]
A new MOX Report entitled “The Rhie-Chow stabilized Box Method for the Stokes problem” by Negrini G.; Parolini N.; Verani M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/60-2023.pdf Abstract: The Finite Volume method (FVM) is widely adopted in many different applications because of its built-in […]
A new MOX Report entitled “lifex-ep: a robust and efficient software for cardiac electrophysiology simulations” by Afriaca, P.C.A; Piersanti, R.; Regazzoni, F.; Bucelli, M.; Salvador, M.; Fedele, M.; Pagani, S.; Dede’, L.; Quarteroni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/61-2023.pdf Abstract: Simulating the cardiac […]
A new MOX Report entitled “A staggered-in-time and non-conforming-in-space numerical framework for realistic cardiac electrophysiology outputs” by Zappon, E.; Manzoni, A.; Quarteroni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/62-2023.pdf Abstract: Computer-based simulations of non-invasive cardiac electrical outputs, such as electrocardiograms and body surface potential […]