Public lecture of Alfio Quarteroni “Which role for computational scientists in the era of artificial intelligence?” within the “Soft Tissue Workshop” organized by Politecnico di Milano in collaboration with University of Glasgow (https://www.softmech.org) When: June 12, 2025 at 18:00 Where: Room T13, via Bonardi 9, Milano https://www.eventi.polimi.it/events/lecture-di-alfio-quarteroni/ “Soft Tissue Workshop” […]
Yearly Archives: 2025
53 posts
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 […]
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 […]