A new MOX Report entitled “Deep Symmetric Autoencoders from the Eckart-Young-Schmidt Perspective” by Brivio, S.; Franco, N. R. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/74-2026.pdf Abstract: Deep autoencoders have become a fundamental tool in various machine learning applications, ranging from dimensionality reduction and reduced order […]
MOX_report
287 posts
A new MOX Report entitled “A weighted polygonal discontinuous Galerkin method for hierarchically coupled reaction–diffusion systems with cubic interactions” by Corti, M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/73-2026.pdf Abstract: We develop and analyse a symmetric weighted interior penalty polytopal discontinuous Galerkin (SWIP-PolyDG) method for […]
A new MOX Report entitled “Optimal Transport Dropout for Structured Predictive Uncertainty” by Lorenzon, G.; Regazzoni, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/72-2026.pdf Abstract: Deterministic neural networks and neural operators provide point predictions with no intrinsic measure of reliability. Yet, predictive uncertainty may stem […]
A new MOX Report entitled “A mathematical model for irreversible damage of the collagen scaffold in the myocardium” by Radisic, I.; Regazzoni, F.; Dede’, L.; Quarteroni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/71-2026.pdf Abstract: We propose a dissipative, irreversible damage model for anisotropic media […]
A new MOX Report entitled “Longitudinal versus quasi-P waves in weakly anisotropic elasticity: operator comparison and long-time dephasing” by Micheletti, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/70-2026.pdf Abstract: In isotropic elasticity, P-wave displacement is longitudinal and curl-free. In anisotropic elasticity, the physical quasi-P (qP) […]
A new MOX Report entitled “Complexity-controlled QUBO formulation for topology optimization via anisotropic mesh adaptation” by Zecchi, A. A.; Ferro, N.; Perotto, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/69-2026.pdf Abstract: QUBO formulation provides a natural route to address topology optimization of continuum structures with […]
A new MOX Report entitled “Random mixtures in Bayes Hilbert spaces” by Patanè, G.; Greven, S.; Menafoglio, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/68-2026.pdf Abstract: We present a framework for the analysis and unmixing of random density mixtures in the Bayes Hilbert space. General […]
A new MOX Report entitled “Generalized propensity score weighting for functional causal inference framework” by Ciardulli, S.; Fontana, N.; Vantini, S.; Ieva F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/67-2026.pdf Abstract: Estimating causal effects in observational studies requires adjustment for confounding, a task that becomes […]
A new MOX Report entitled “A stability-preserving polytopal discontinuous Galerkin method for the Fisher-Kolmogorov model with applications to neurodegenerative diseases” by Antonietti, P.F.;Bonizzoni, F.;Corti, M.; De March, N.;Di Noto, S.;Regazzoni, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/66-2026.pdf Abstract: The Fisher-Kolmogorov model is one of […]
A new MOX Report entitled “Modeling group heterogeneity in spatio-temporal data via physics-informed regression” by De Sanctis, M.F.; Arnone, E.; Ieva, F.; Sangalli, L.M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/65-2026.pdf Abstract: We propose a physics-informed semiparametric framework for modeling spatiotemporal data with group structure. […]