1 code implementation • 2 Aug 2023 • Matteo Torzoni, Marco Tezzele, Stefano Mariani, Andrea Manzoni, Karen E. Willcox
This work proposes a predictive digital twin approach to the health monitoring, maintenance, and management planning of civil engineering structures.
no code implementations • 31 Oct 2022 • Roberto Casadei, Stefano Mariani, Danilo Pianini, Mirko Viroli, Franco Zambonelli
A recurrent task in coordinated systems is managing (estimating, predicting, or controlling) signals that vary in space, such as distributed sensed data or computation outcomes.
no code implementations • 23 Sep 2021 • Marco Lippi, Stefano Mariani, Matteo Martinelli, Franco Zambonelli
The increasing complexity and unpredictability of many ICT scenarios let us envision that future systems will have to dynamically learn how to act and adapt to face evolving situations with little or no a priori knowledge, both at the level of individual components and at the collective level.
no code implementations • 26 Mar 2021 • Luca Rosafalco, Matteo Torzoni, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
Within a structural health monitoring (SHM) framework, we propose a simulation-based classification strategy to move towards online damage localization.
no code implementations • 12 Feb 2020 • Luca Rosafalco, Andrea Manzoni, Stefano Mariani, Alberto Corigliano
We propose a novel approach to Structural Health Monitoring (SHM), aiming at the automatic identification of damage-sensitive features from data acquired through pervasive sensor systems.