Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers

Li Zheng, Siddhant Kumar, Dennis M. Kochmann

Generative machine learning models have revolutionized material discovery by capturing complex structure-property relationships, yet extending these approaches to the inverse desig…