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Titolo Data di pubblicazione Autore(i) File
A time series autoencoder for load identification via dimensionality reduction of sensor recordings 1-gen-2020 Rosafalco, LucaCorigliano, AlbertoManzoni, AndreaMariani, Stefano
Mechanical Characterization of Polysilicon MEMS Devices: A Stochastic, Deep Learning-based Approach 1-gen-2020 Rosafalco L.Mariani S. +
Fully convolutional networks for structural health monitoring through multivariate time series classification 1-gen-2020 Rosafalco L.Manzoni A.Mariani S.Corigliano A.
A Hybrid Structural Health Monitoring Approach Based on Reduced-Order Modelling and Deep Learning 1-gen-2020 Rosafalco, LucaCorigliano, AlbertoManzoni, AndreaMariani, Stefano
Stochastic Mechanical Characterization of Polysilicon MEMS: A Deep Learning Approach 1-gen-2020 Rosafalco, LucaMariani, Stefano +
A Combined Model-Order Reduction and Deep Learning Approach for Structural Health Monitoring under Varying Operational and Environmental Conditions 1-gen-2020 Torzoni, MatteoRosafalco, LucaManzoni, Andrea
An autoencoder-based deep learning approach for load identification in structural dynamics 1-gen-2021 Rosafalco L.Manzoni A.Mariani S.Corigliano A.
Online structural health monitoring by model order reduction and deep learning algorithms 1-gen-2021 Rosafalco, LTorzoni, MManzoni, AMariani, SCorigliano, A
Parametric reduced order modelling and deep learning to accomplish pattern recognition and regression tasks 1-gen-2021 L. RosafalcoA. ManzoniS. MarianiA. Corigliano
Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers 1-gen-2021 L. RosafalcoA. ManzoniS. MarianiM. TorzoniA. Corigliano
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring 1-gen-2022 Rosafalco, LucaTorzoni, MatteoMariani, StefanoManzoni, AndreaCorigliano, Alberto +
Combined Model Order Reduction Techniques and Artificial Neural Network for Data Assimilation and Damage Detection in Structures 1-gen-2022 Rosafalco L.Manzoni A.Mariani S.Corigliano A.
Unscented Kalman Filter Empowered by Bayesian Model Evidence for System Identification in Structural Dynamics 1-gen-2022 Rosafalco, LucaManzoni, AndreaCorigliano, AlbertoMariani, Stefano +
Mostrati risultati da 1 a 13 di 13
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