TORZONI, MATTEO

TORZONI, MATTEO  

DIPARTIMENTO DI INGEGNERIA CIVILE E AMBIENTALE  

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Titolo Data di pubblicazione Autori File
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
A deep learning approach to metric-based damage localization in structural health monitoring 1-gen-2021 M. TorzoniA. ManzoniS. Mariani
A Deep Neural Network, Multi-fidelity Surrogate Model Approach for Bayesian Model Updating in SHM 1-gen-2023 Torzoni, MManzoni, AMariani, S
A digital twin framework for civil engineering structures 1-gen-2024 Matteo TorzoniStefano MarianiAndrea Manzoni +
A Generative Adversarial Network Based Autoencoder for Structural Health Monitoring 1-gen-2022 Rosafalco, LucaTorzoni, MatteoMariani, StefanoManzoni, AndreaCorigliano, Alberto +
A Multi-Fidelity Deep Neural Network Approach to Structural Health Monitoring 1-gen-2022 Torzoni M.Manzoni A.Mariani S.
A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks 1-gen-2023 Torzoni, MManzoni, AMariani, S
A Self-adaptive Hybrid Model/data-Driven Approach to SHM Based on Model Order Reduction and Deep Learning 1-gen-2022 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 1-gen-2021 M. TorzoniA. ManzoniS. Mariani
Attention Mechanism-Driven Sensor Placement Strategy for Structural Health Monitoring 1-gen-2022 Torzoni M.Corigliano A.Mariani S. +
Damage identification using physics-based datasets: From convolutional to metric-informed damage-sensitive feature extractors 1-gen-2023 Torzoni, MatteoRosafalco, LucaMariani, StefanoCorigliano, AlbertoManzoni, Andrea
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
Enhanced Bayesian model updating for structural health monitoring via deep learning 1-gen-2022 M. TorzoniA. ManzoniS. Mariani
Health Monitoring of Civil Structures: A MCMC Approach Based on a Multi-Fidelity Deep Neural Network Surrogate 1-gen-2022 Torzoni, MatteoManzoni, AndreaMariani, Stefano
Online structural health monitoring by model order reduction and deep learning algorithms 1-gen-2021 Rosafalco, LTorzoni, MManzoni, AMariani, SCorigliano, A
SHM under varying environmental conditions: an approach based on model order reduction and deep learning 1-gen-2022 Matteo TorzoniLuca RosafalcoAndrea ManzoniStefano MarianiAlberto Corigliano
Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin 1-gen-2022 Torzoni, M +
Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning 1-gen-2022 Torzoni M.Manzoni A.Mariani S.