TORZONI, MATTEO
A Combined Model-Order Reduction and Deep Learning Approach for Structural Health Monitoring under Varying Operational and Environmental Conditions
2020-01-01 Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea
A deep learning approach to metric-based damage localization in structural health monitoring
2021-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
A digital twin framework for civil engineering structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring
2022-01-01 Colombera, Giorgia; Rosafalco, Luca; Torzoni, Matteo; Gatti, Filippo; Mariani, Stefano; Manzoni, Andrea; Corigliano, Alberto
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks
2023-01-01 Torzoni, M; Manzoni, A; Mariani, S
A Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning
2022-01-01 Rosafalco, L.; Torzoni, M.; Manzoni, A.; Mariani, S.; Corigliano, A.
An MCMC approach powered by a multi-fidelity deep neural network surrogate for damage localization in civil structures
2021-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Attention Mechanism-Driven Sensor Placement Strategy for Structural Health Monitoring
2022-01-01 Kim, J. -W.; Torzoni, M.; Corigliano, A.; Mariani, S.
Damage identification using physics-based datasets: From convolutional to metric-informed damage-sensitive feature extractors
2023-01-01 Torzoni, Matteo; Rosafalco, Luca; Mariani, Stefano; Corigliano, Alberto; Manzoni, Andrea
Dealing with uncertainties in structural damage localization by reduced order modeling and deep learning-based classifiers
2021-01-01 Rosafalco, L.; Manzoni, A.; Mariani, S.; Torzoni, M.; Corigliano, A.
Enhanced Bayesian model updating for structural health monitoring via deep learning
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate
2022-01-01 Torzoni, Matteo; Manzoni, Andrea; Mariani, Stefano
Online structural health monitoring by model order reduction and deep learning algorithms
2021-01-01 Rosafalco, L; Torzoni, M; Manzoni, A; Mariani, S; Corigliano, A
SHM under varying environmental conditions: an approach based on model order reduction and deep learning
2022-01-01 Torzoni, Matteo; Rosafalco, Luca; Manzoni, Andrea; Mariani, Stefano; Corigliano, Alberto
Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin
2022-01-01 Parola, M; Galatolo, Fa; Torzoni, M; Cimino, Mgca; Vaglini, G
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.