A new MOX Report entitled “Real-time optimal control of high-dimensional parametrized systems by deep-learning based reduced order models” by Tomasetto, M.; Manzoni, A.; Braghin, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/43-2025.pdf Abstract: Steering a system towards a desired target in a very short amount […]
MOX_report
181 posts
A new MOX Report entitled “Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROM” by Brivio, S.; Fresca, S.; Manzoni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/44-2025.pdf Abstract: Deep Learning-based Reduced Order Models (DL-ROMs) constitute a consolidated class of techniques that […]
A new MOX Report entitled “Active digital twins via active inference” by Torzoni, M.; Maisto, D.; Manzoni, A.; Donnarumma, F.; Pezzulo, G.; Corigliano, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/41-2025.pdf Abstract: Digital twins are transforming engineering and applied sciences by enabling real-time monitoring, simulation, […]
A new MOX Report entitled “Deep orthogonal decomposition: a continuously adaptive neural network approach to model order reduction of parametrized partial differential equations” by Franco, N. R.; Manzoni, A.; Zunino, P.; Hesthaven, J. S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/42-2025.pdf Abstract: Wedevelop a novel […]
A new MOX Report entitled “Clinical and Genomic-Based Decision Support System to Define the Optimal Timing of Allogeneic Hematopoietic Stem-Cell Transplantation in Patients With Myelodysplastic Syndromes” by Tentori, C.A.; Gregorio, C.; …; Ieva, F.; Della Porta, M.G. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/40-2025.pdf Abstract: […]
A new MOX Report entitled “Causal effect of chemotherapy received dose intensity on survival outcome: a retrospective study in osteosarcoma” by Spreafico, M.; Ieva, F.; Fiocco, M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/37-2025.pdf Abstract: Background This study aims to analyse the effects of reducing […]
A new MOX Report entitled “Coupling models of resistive valves to muscle mechanics in cardiac fluid-structure interaction simulations” by Bucelli, M.; Dede’, L. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/34-2025.pdf Abstract: To accurately simulate all phases of the cardiac cycle, computational models of hemodynamics in […]
A new MOX Report entitled “Anisotropic recovery-based error estimators and mesh adaptation for real-life engineering innovation” by Perotto, S.; Ferro, N.; Speroni, G.; Temellini, E. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/35-2025.pdf Abstract: This chapter presents an overview of anisotropic mesh adaptation techniques driven by […]
A new MOX Report entitled “Exploring nitrogen dioxide spatial concentration via physics-informed multiple quantile regression” by De Sanctis, M.F.; Di Battista, I.; Arnone, E.; Castiglione, C.; Palummo, A.; Bernardi, M.; Ieva, F.; Sangalli, L.M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/32-2025.pdf Abstract: Understanding the spatial […]
A new MOX Report entitled “A semiparametric space-time quantile regression model” by Di Battista, I.; De Sanctis, M.F.; Arnone, E.; Castiglione, C.; Palummo, A.; Sangalli, L.M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/33-2025.pdf Abstract: Spatio-temporal data often exhibit non-Gaussian behaviour, heteroscedasticity and skeweness. Such data […]