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 […]
Yearly Archives: 2025
41 posts
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 […]
A new MOX Report entitled “Learning cardiac activation and repolarization times with operator learning” by Centofanti, E.; Ziarelli, G.; Parolini, N.; Scacchi, S.; Verani, M. ; Pavarino, L. F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/29-2025.pdf Abstract: Solving partial or ordinary differential equation models in […]
A new MOX Report entitled “Online learning in bifurcating dynamic systems via SINDy and Kalman filtering” by Rosafalco, L.; Conti, P.; Manzoni, A.; Mariani, S.; Frangi, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/30-2025.pdf Abstract: We propose the use of the Extended Kalman Filter (EKF) […]
A new MOX Report entitled “HypeRL: Parameter-Informed Reinforcement Learning for Parametric PDEs” by Botteghi, N.; Fresca, S.; Guo, M.; Manzoni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/31-2025.pdf Abstract: In this work, we devise a new, general-purpose reinforcement learning strategy for the optimal control of […]
A new MOX Report entitled “Discontinuous Galerkin time integration for second-order differential problems: formulations, analysis, and analogies” by Ciaramella, G.; Gander, M.J.; Mazzieri, I. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/28-2025.pdf Abstract: We thoroughly investigate Discontinuous Galerkin (DG) discretizations as time integrators for second-order oscillatory […]
A new MOX Report entitled “A review of discontinuous Galerkin time-stepping methods for wave propagation problems” by Antonietti P.F.; Artoni, A.; Ciaramella, G.; Mazzieri, I. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/27-2025.pdf Abstract: This chapter reviews and compares discontinuous Galerkin time-stepping methods for the numerical […]
A new MOX Report entitled “Adjoint-based optimal control of jump-diffusion processes” by Bartsch, J.; Borzi, A.; Ciaramella, G.; Reichle, J. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/24-2025.pdf Abstract: Stochastic differential equations (SDEs) using jump-diffusion processes describe many natural phenomena at the microscopic level. Since they […]
A new MOX Report entitled “MAGNET: an open-source library for mesh agglomeration by Graph Neural Networks” by Antonietti, P. F.; Caldana, M.; Mazzieri, I.; Re Fraschini, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/23-2025.pdf Abstract: We introduce MAGNET, an open-source Python library designed for mesh […]
A new MOX Report entitled “Uncovering mortality patterns and hospital effects in COVID-19 heart failure patients: a novel Multilevel logistic cluster-weighted modeling approach” by Caldera, L., Masci, C., Cappozzo, A., Forlani, M., Antonelli, B., Leoni, O., Ieva, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/21-2025.pdf […]