Matteo Torzoni

According to our database, Matteo Torzoni authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Truss structure optimization via hierarchical tree search.

Arvan Sedighzadeh, Matteo Torzoni, Alberto Corigliano

Adv. Model. Simul. Eng. Sci., December, 2026

Multi-Agent Digital Twins for Strategic Decision-Making using Active Inference.

Francesco Maria Mancinelli, Matteo Torzoni, Domenico Maisto, Francesco Donnarumma, Alberto Corigliano, Giovanni Pezzulo, Andrea Manzoni

CoRR, April, 2026

Neural Markov chain Monte Carlo: Bayesian inversion via normalizing flows and variational autoencoders.

Giacomo Bottacini, Matteo Torzoni, Andrea Manzoni

CoRR, February, 2026

Active digital twins via active inference.

Matteo Torzoni, Domenico Maisto, Andrea Manzoni, Francesco Donnarumma, Giovanni Pezzulo, Alberto Corigliano

Eng. Appl. Artif. Intell., 2026

2025

Enhancing Bayesian model updating in structural health monitoring via learnable mappings.

Matteo Torzoni, Andrea Manzoni, Stefano Mariani

Eng. Comput., December, 2025

Adaptive digital twins for predictive decision-making: Online Bayesian learning of transition dynamics.

Eugenio Varetti, Matteo Torzoni, Marco Tezzele, Andrea Manzoni

CoRR, December, 2025

2024

Mastering truss structure optimization with tree search.

Gabriel Garayalde, Luca Rosafalco, Matteo Torzoni, Alberto Corigliano

CoRR, 2024

2023

Real-time topology optimization via learnable mappings.

Gabriel Garayalde, Matteo Torzoni, Matteo Bruggi, Alberto Corigliano

CoRR, 2023

A digital twin framework for civil engineering structures.

Matteo Torzoni, Marco Tezzele, Stefano Mariani, Andrea Manzoni, Karen E. Willcox

CoRR, 2023

2022

Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin.

Marco Parola, Federico A. Galatolo, Matteo Torzoni, Mario G. C. A. Cimino, Gigliola Vaglini

Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

Convolutional Neural Networks for Structural Damage Localization on Digital Twins.

Marco Parola, Federico A. Galatolo, Matteo Torzoni, Mario G. C. A. Cimino

Proceedings of the Deep Learning Theory and Applications - Third International Conference, 2022

2021

Online structural health monitoring by model order reduction and deep learning algorithms.

Luca Rosafalco, Matteo Torzoni, Andrea Manzoni, Stefano Mariani, Alberto Corigliano

CoRR, 2021