MatMind: A Structure-Activity Knowledge-Driven Generative Foundation Model for Materials Science

Zhan'ao Yao, Boxuan Zhang, Jingyuan Shu +10

Progress in AI-driven crystal materials science has so far been carried by narrow architectures purpose-built for individual tasks -- graph neural networks for property prediction,…