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 computational framework for predictive digital twins of civil engineering structures
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A computational framework for predictive digital twins of civil engineering structures
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
A computational framework for predictive digital twins of civil structures using neural networks and probabilistic graphical models
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
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 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 predictive Digital Twin framework for risk assessment in congestive heart failure
2024-01-01 Carnevali, Davide; Torzoni, Matteo; Massi, MICHELA CARLOTTA; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea
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.
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.
Digital Twins of Civil Structures Using Neural Networks and Probabilistic Graphical Models
2023-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
Enhanced Bayesian model updating for structural health monitoring via deep learning
2022-01-01 Torzoni, M.; Manzoni, A.; Mariani, S.
Grammar-based generative design of truss structures with Monte Carlo tree search
2025-01-01 Torzoni, Matteo; Garayalde, Gabriel; Rosafalco, Luca; Bruggi, Matteo; Corigliano, Alberto
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
Predictive Digital Twins for Congestive Heart Failure Patients
2025-01-01 Torzoni, Matteo; Massi, MICHELA CARLOTTA; Carnevali, Davide; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea
Predictive digital twins for health monitoring: From structural safety to personalized medicine
2025-01-01 Torzoni, Matteo; Tezzele, Marco; Massi, MICHELA CARLOTTA; Carnevali, Davide; Varetti, Eugenio; Di Angelantonio, Emanuele; Mariani, Stefano; Ieva, Francesca; Manzoni, Andrea; Willcox, Karen
Predictive Digital Twins for Optimized Management and Maintenance of Civil Structures
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen
Predictive digital twins of engineering structures using neural networks and probabilistic graphical models
2024-01-01 Torzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen