A Roadmap for Applying Graph Neural Networks to Numerical Data: Insights from Cementitious Materials

Mahmuda Sharmin, Taihao Han, Jie Huang +3

Machine learning (ML) has been increasingly applied in concrete research to optimize performance and mixture design. However, one major challenge in applying ML to cementitious mat…