Ferhat Tamssaouet

Learning Physics-Informed Surrogate Model of Linear Elastic Displacement Fields from Geometry

Rodolphe Barlogis, Ferhat Tamssaouet, Quentin Falcoz, Stéphane Grieu

This work aims to develop a fast and physically consistent surrogate model for real-time structural health monitoring of fractured elastic domains. We propose a physics-informed DeepONet framework that predicts displacement fields from both boundary conditions and fracture geomet…Read more