Material characterization of aluminosilicate hydrate geopolymers using deep learning assisted tailor-made potential

High-precision machine learning interatomic potentials are developed for various alkali-activated geopolymer systems, enabling high-fidelity atomic-scale simulations and scalable applications under diverse harsh conditions.