2 papers
cs.LG2025
Graph Network-based Structural Simulator: Graph Neural Networks for Structural Dynamics
Alessandro Lucchetti, Francesco Cadini, Marco Giglio +1
Graph Neural Networks (GNNs) have recently been explored as surrogate models for numerical simulations. While their applications in computational fluid dynamics have been investiga…
stat.AP2025
A hierarchical Bayesian approach for population-based structural health monitoring in ship hull structures
Georgios Aravanis, Nicholas Silionis, Jacopo Bardiani +3
Structural health monitoring (SHM) strategies involve the processing of structural response data to indirectly assess an asset's condition. These strategies can be enhanced for a g…