Fracture Mechanics

Convfeatnet Ensemble: Integrating Microstructure and Pre-Defined Features for Enhanced Prediction of Porous Material Properties

This study introduces ConvFeatNet, a deep learning framework specifically designed to predict the mechanical properties of porous materials based on their microstructures. Despite dataset limitations, ConvFeatNet integrates both structural and …