2 papers
cs.CE2025
Meshless projection model-order reduction via reference spaces for smoothed-particle hydrodynamics
Steven N. Rodriguez, Steven L. Brunton, Liam K. Magargal +6
A model-order reduction framework for the meshless smoothed-particle hydrodynamics (SPH) method is presented. The proposed framework introduces the concept of modal reference space…
cs.LG2025
Symmetry constrained neural networks for detection and localization of damage in metal plates
James Amarel, Christopher Rudolf, Athanasios Iliopoulos +2
The present paper is concerned with deep learning techniques applied to detection and localization of damage in a thin aluminum plate. We used data collected on a tabletop apparatu…