C. Ghnatios

Foam property prediction and inception via a hybrid machine learning and model order reduction framework

This work establishes a methodology for the prediction of material properties based on imaging of lignin-containing polyurethane rigid foams and solving the inverse problem by generating the required lignin-based formulation leading to the desired mechanical properties.