Giuseppe Aloe

99 posts

New MOX Report on “The functional impact of myofiber macroscopic organization and disarray in computational models of the murine heart”

A new MOX Report entitled “The functional impact of myofiber macroscopic organization and disarray in computational models of the murine heart” by Guastamacchia, C.; Piersanti, R; Giardini, F.; Coppini, R.; Ferrantini C.; Dede’ L.; Sacconi L.; Regazzoni F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/31-2026.pdf […]

New MOX Report on “The internal law of a material can be discovered from its boundary”

A new MOX Report entitled “The internal law of a material can be discovered from its boundary” by Regazzoni, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/30-2026.pdf Abstract: Since the earliest stages of human civilization, advances in technology have been tightly linked to our ability […]

New MOX Report on “Mathematical and numerical modeling of coupled oxygen dynamics and neuronal electrophysiology”

A new MOX Report entitled “Mathematical and numerical modeling of coupled oxygen dynamics and neuronal electrophysiology” by Daniele, F.; Leimer Saglio, C. B.; Pagani, S.; Antonietti, P. F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/28-2026.pdf Abstract: Modeling and simulating how oxygen supply shapes neuronal excitability […]

New MOX Report on “Mathematical and numerical modeling of coupled oxygen dynamics and neuronal electrophysiology”

A new MOX Report entitled “Mathematical and numerical modeling of coupled oxygen dynamics and neuronal electrophysiology” by Daniele, F.; Leimer Saglio, C. B.; Pagani, S.; Antonietti, P. F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/28-2026.pdf Abstract: Modeling and simulating how oxygen supply shapes neuronal excitability […]

New MOX Report on “A hybrid reduced-order and high-fidelity discontinuous Galerkin Spectral Element framework for large-scale PMUT array simulations”

A new MOX Report entitled “A hybrid reduced-order and high-fidelity discontinuous Galerkin Spectral Element framework for large-scale PMUT array simulations” by Antonietti, P. F.; Abdalla, O. M. O.; Garroni, M. G.; Mazzieri, I.; Parolini, N. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/27-2026.pdf Abstract: Piezoelectric Micromachined […]

New MOX Report on “Elimination-compensation pruning for fully-connected neural networks”

A new MOX Report entitled “Elimination-compensation pruning for fully-connected neural networks” by Ballini, E.; Muscarnera, L.; Fumagalli, A.; Scotti, A.; Regazzoni, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/23-2026.pdf Abstract: The unmatched ability of deep neural networks to capture complex patterns in large and noisy […]

New MOX Report on “Learning geometry-dependent lead-field operators for forward ECG modeling”

A new MOX Report entitled “Learning geometry-dependent lead-field operators for forward ECG modeling” by Dokuchaev, A.; Bonizzoni, F.; Pagani, S.; Regazzoni, F.; Pezzuto, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/26-2026.pdf Abstract: Modern forward electrocardiogram (ECG) computational models rely on an accurate representation of the […]

New MOX Report on “Neural Markov chain Monte Carlo: Bayesian inversion via normalizing flows and variational autoencoders”

A new MOX Report entitled “Neural Markov chain Monte Carlo: Bayesian inversion via normalizing flows and variational autoencoders” by Bottacini, G.; Torzoni, M.; Manzoni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/21-2026.pdf Abstract: This paper introduces a Bayesian framework that combines Markov chain Monte Carlo […]

Model Reduction and Surrogate Modeling 2026

Organizers: Andrea Manzoni (Chair), Nicolò Botteghi, Luca Dede’, Nicola Farenga, Nicola Rares Franco, Andrea Manzoni, Simona Perotto, Piermario Vitullo, Paolo Zunino (Organizing Committee) When: 2026-11-2 – 2026-11-6 Where: Politecnico di Milano Description: This 5-day conference will bring together the international community of computational scientists, engineers, mathematicians, and domain experts from […]