A new MOX Report entitled ” Improvements on uncertainty quantification with variational autoencoders” by Tonini, A.; Bui-Thanh, T.; 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/56-2025.pdf Abstract: Inverse problems aim to determine model parameters of a mathematical problem from given […]
MOX_report
192 posts
A new MOX Report entitled ” Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art” by Gimenez Zapiola, A.; Boselli, A.; Menafoglio, A.; Vantini, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/55-2025.pdf Abstract: This work concerns a detailed […]
A new MOX Report entitled “Telescopic quantum simulation of the advection-diffusion-reaction dynamics” by Zecchi, A. A.; Sanavio, C.; Perotto, S.; Succi, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/53-2025.pdf Abstract: Quantum singular value transformation (QSVT) is a powerful technique that applies a polynomial transformation to […]
A new MOX Report entitled “Reduced order modeling with shallow recurrent decoder networks” by Tomasetto, M.; Williams, J.P.; Braghin, F.; Manzoni, A.; Kutz, J.N. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/54-2025.pdf Abstract: Reduced Order Modeling is of paramount importance for efficiently inferring high-dimensional spatio-temporal fields […]
A new MOX Report entitled “Latent feedback control of distributed systems in multiple scenarios through deep learning-based reduced order models ” by Tomasetto, M.; Braghin, F., Manzoni, A. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/51-2025.pdf Abstract: Continuous monitoring and real-time control of high-dimensional distributed systems […]
A new MOX Report entitled “Conforming and discontinuous discretizations of non-isothermal Darcy–Forchheimer flows” by Bonetti, S.; Botti, M.; Antonietti, P.F. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/50-2025.pdf Abstract: We present and analyze in a unified setting two schemes for the numerical discretization of a Darcy-Forchheimer […]
A new MOX Report entitled “On the Impact of Light Spectrum on Lettuce Biophysics: A Dynamic Growth Model for Vertical Farming” by Mirabella, S.; David, E.; Antona, A.; Stanghellini, C.; Ferro, N.; Matteucci, M.; Heuvelink, E.; Perotto, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/46-2025.pdf […]
A new MOX Report entitled “Predicting Alzheimer’s Disease Progression from Sparse Multimodal Data by NeuralODE Models ” by Zanin, A.; Pagani, S.; Corti, M.; Crepaldi, V.; Di Fede, G.; Antonietti, P.F.; the ADNI has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/49-2025.pdf Abstract: Alzheimer’s disease shows significantly […]
A new MOX Report entitled “On the inf-sup condition for Hierarchical Model reduction of the Stokes problem” by Temellini, E.; Ballarin, F.; Chacon Rebollo, T.; Perotto, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/48-2025.pdf Abstract: Hierarchical Model Reduction is an effective Reduced Order Modelling technique […]
A new MOX Report entitled “Penalised Optimal Soft Trees for Functional Data” by Gimenez Zapiola, A.; Consolo, A.; Amaldi, E.; Vantini, S. has appeared in the MOX Report Collection. Check it out here: https://www.mate.polimi.it/biblioteca/add/qmox/47-2025.pdf Abstract: We propose a new tree-based classifier for Functional Data. A novel objective function for Suárez […]