A new MOX Report entitled “Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems” by Botteghi, N; Glas, S; Brune, C has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/80-2026.pdf Abstract: Constructing reduced-order models (ROMs) capable of efficiently predicting the evolution of parameter-dependent high-dimensional dynamical systems is […]
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A new MOX Report entitled “Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems” by Botteghi, N; Glas, S; Brune, C has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/80-2026.pdf Abstract: Constructing reduced-order models (ROMs) capable of efficiently predicting the evolution of parameter-dependent high-dimensional dynamical systems is […]
A new MOX Report entitled “Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems” by Botteghi, N; Glas, S; Brune, C has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/80-2026.pdf Abstract: Constructing reduced-order models (ROMs) capable of efficiently predicting the evolution of parameter-dependent high-dimensional dynamical systems is […]
A new MOX Report entitled “A computational model for phenotype-structured tumour dynamics with reduced microvascular oxygen and event-based radiotherapy” by Vitullo, P.; Macaluso, C.; Gazzoni, S.; Cassanmagnago, A.; Dimola, N.; Possenti, L.; Zunino, P. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/79-2026.pdf Abstract: Tumour response to […]
A new MOX Report entitled “Interconnection and Damping Assignment Passivity-Based Control using Sparse Neural ODEs” by Botteghi, N; Brook, O; Fasel, U; Califano, F has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/78-2026.pdf Abstract: Interconnection and Damping Assignment Passivity-Based Control (IDA-PBC) is a nonlinear control technique that […]
A new MOX Report entitled “A Neural-Network Approach for the Stability of Loosely-Coupled FSI Simulations in Hemodynamics” by Renzi, F.; Pagani, S.; Antonietti, P.F.; Vergara, C. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/77-2026.pdf Abstract: The development of accurate and efficient computational methods for fluid-structure interaction […]
A new MOX Report entitled “HypeMARL: Multi-Agent Reinforcement Learning For High-Dimensional, Parametric, and Distributed Systems” by Botteghi, N; Tomasetto, M; Fasel, U; Braghin, F; Manzoni, A has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/75-2026.pdf Abstract: Deep reinforcement learning has recently emerged as a promising feedback control […]
A new MOX Report entitled “Learning PDE solution operators with variable initial conditions via Latent Dynamics Networks” by Pizzamiglio, S.M.; Pagani, S.; Regazzoni, F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/76-2026.pdf Abstract: In many-query scenarios, data-driven surrogate models provide an efficient alternative to high-fidelity solvers […]
A new MOX Report entitled “Deep Symmetric Autoencoders from the Eckart-Young-Schmidt Perspective” by Brivio, S.; Franco, N. R. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/74-2026.pdf Abstract: Deep autoencoders have become a fundamental tool in various machine learning applications, ranging from dimensionality reduction and reduced order […]
A new MOX Report entitled “A weighted polygonal discontinuous Galerkin method for hierarchically coupled reaction–diffusion systems with cubic interactions” by Corti, M. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/73-2026.pdf Abstract: We develop and analyse a symmetric weighted interior penalty polytopal discontinuous Galerkin (SWIP-PolyDG) method for […]