A new MOX Report entitled “A practical existence theorem for reduced order models based on convolutional autoencoders” by Franco, N.R.; Brugiapaglia, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/47-2024.pdf Abstract: In recent years, deep learning has gained increasing popularity in the fields of Partial Differential […]
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Michel Bucelli has been awarded the prestigious ECCOMAS 2024 PhD Olympiad prize with his presentation “Mathematical and Numerical Modeling of the Heart Function: Integrating Electrophysiology, Mechanics and Fluid Dynamics”. The prize had been awarded during the ECCOMAS 2024 Congress in Lisbon (https://eccomas2024.org/)
A new MOX Report entitled “Elastic Instability behind Brittle Fracture” by Riccobelli, D.; Ciarletta, P.; Vitale, G.; Maurini, C.; Truskinovsky, L. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/46-2024.pdf Abstract: We argue that nucleation of brittle cracks in initially flawless soft elastic solids is preceded by […]
A new MOX Report entitled “Landslide run-out simulations with depth-averaged models and integration with 3D impact analysis using the Material Point Method” by Fois, M.; Katili M. A.; de Falco C.; Larese A.; Formaggia L. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/42-2024.pdf Abstract: Landslides pose […]
A new MOX Report entitled “Polytopal mesh agglomeration via geometrical deep learning for three-dimensional heterogeneous domains” by Antonietti, P.F.; Corti, M., Martinelli, G. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/43-2024.pdf Abstract: Agglomeration techniques are important to reduce the computational costs of numerical simulations and stand […]
A new MOX Report entitled “Numerical validation of an adaptive model for the determination of nonlinear-flow regions in highly heterogeneos porous media” by Fumagalli, A.; Patacchini, F. S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/45-2024.pdf Abstract: An adaptive model for the description of flows in […]
A new MOX Report entitled “Discontinuous Galerkin method for a three-dimensional coupled fluid-poroelastic model with applications to brain fluid mechanics” by Fumagalli, I. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/44-2024.pdf Abstract: The modeling of the interaction between a poroelastic medium and a fluid in a […]
A new MOX Report entitled “Ordinal Mixed-Effects Random Forest” by Bergonzoli, G.; Rossi, L.; Masci, C. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/41-2024.pdf Abstract: We propose an innovative statistical method, called Ordinal Mixed-Effect Random Forest (OMERF), that extends the use of random forest to the […]
A new MOX Report entitled “Reconstruction of unknown nonlienar operators in semilinear elliptic models using optimal inputs” by Bartsch, J.; Buchwald, S.; Ciaramella, G.; Volkwein, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/39-2024.pdf Abstract: Physical models often contain unknown functions and relations. The goal of […]
A new MOX Report entitled “Implicit neural field reconstruction on complex shapes from scattered and noisy data” by Carrara, D.; Regazzoni, F.; Pagani, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/40-2024.pdf Abstract: Reconstructing distributed physical quantities from scattered sensor data is a challenging task due […]