A new MOX Report entitled “Application of Deep Learning Reduced-Order Modeling for Single-Phase Flow in Faulted Porous Media” by Enrico Ballini e Luca Formaggia e Alessio Fumagalli e Anna Scotti e Paolo Zunino has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/25-2024.pdf Abstract: We apply reduced-order modeling […]
Yearly Archives: 2024
129 posts
A new MOX Report entitled “A scalable well-balanced numerical scheme for a depth-integrated lava flow model” by Gatti, F.; de Falco, C.; Fois, M.; Formaggia, L. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/22-2024.pdf Abstract: We propose a scalable well-balanced numerical method to efficiently solve a […]
Alla guida del Laboratorio di Modellistica e Calcolo Scientifico MOX del Dipartimento di Matematica del Politecnico di Milano c’è la professoressa Paola Antonietti, principal investigator nel team che si è aggiudicato il Synergy Grant dell’ERC – Consiglio Europeo della Ricerca: un finanziamento pari a 7,8 milioni di euro per un periodo di sei anni. […]
A new MOX Report entitled “Discovering Artificial Viscosity Models for Discontinuous Galerkin Approximation of Conservation Laws using Physics-Informed Machine Learning” by Caldana, M.; Antonietti P. F.; Dede’ L. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/21-2024.pdf Abstract: Finite element-based high-order solvers of conservation laws offer large […]
A new MOX Report entitled “Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning” by Torzoni, M.; Manzoni, A.; Mariani, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/20-2024.pdf Abstract: Recent advances in learning systems and sensor technology have enabled powerful […]
A new MOX Report entitled “A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks” by Torzoni, M.; Manzoni, A.; Mariani, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/19-2024.pdf Abstract: Stochastic approaches to structural health monitoring (SHM) are often […]
A new MOX Report entitled “A semi-conservative depth-averaged Material Point Method for fast flow-like landslides and mudflows” by Fois, M.; de Falco, C.; Formaggia, L. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/17-2024.pdf Abstract: We present a two-dimensional semi-conservative variant of the depth averaged material point […]
A new MOX Report entitled “Persistence diagrams for exploring the shape variability of abdominal aortic aneurysms” by Domanin D. A.; Pegoraro M.; Trimarchi S.; Domanin M.; Secchi P. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/16-2024.pdf Abstract: Abdominal Aortic Aneurysm consists of a permanent dilation in […]
A new MOX Report entitled “Persistence diagrams for exploring the shape variability of abdominal aortic aneurysms” by Domanin D. A.; Pegoraro M.; Trimarchi S.; Domanin M.; Secchi P. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/16-2024.pdf Abstract: Abdominal Aortic Aneurysm consists of a permanent dilation in […]
A new MOX Report entitled “An integrated heart-torso electromechanical model for the simulation of electrophysiological outputs accounting for myocardial deformation” by Zappon, E.; Salvador, M.; Piersanti, R.; 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/14-2024.pdf Abstract: When generating in-silico clinical […]