A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks

Roberto Perera, Vinamra Agrawal

Despite their recent success, machine learning (ML) models such as graph neural networks (GNNs), suffer from drawbacks such as the need for large training datasets and poor perform…