Matteo Torzoni

A digital twin framework for civil engineering structures

Matteo Torzoni, Marco Tezzele, Stefano Mariani et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 148 citations · Full text

Engineering, Civil Engineering, Systems Engineering +17

A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks

Matteo Torzoni, Andrea Manzoni, Stefano Mariani · Mechanical Systems and Signal Processing · 2023 · 68 citations · Full text

Computing, Computational Engineering, Computer Science +15

SHM under varying environmental conditions: an approach based on model order reduction and deep learning

Matteo Torzoni, Luca Rosafalco, Andrea Manzoni et al. · Computers & Structures · 2022 · 55 citations

Computing, Computer Science, Machine Learning +12

Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning

Matteo Torzoni, Andrea Manzoni, Stefano Mariani · Computers & Structures · 2022 · 39 citations

Computing, Civil Engineering, Computer Science +17

Real‐time topology optimization via learnable mappings

Gabriel E. Garayalde, Matteo Torzoni, Matteo Bruggi et al. · International Journal for Numerical Methods in Engineering · 2024 · 14 citations · Full text

Architecture, Computational Engineering, Design Optimization +10