Crack detection by holomorphic neural networks and transfer-learning-enhanced genetic optimization

Jonas Hund, Nicolas Cuenca, Tito Andriollo

A physics-informed machine learning framework based on holomorphic neural networks is introduced for detecting cracks in two-dimensional solids from strain or displacement data. Cr…