@article{algebraiclanguagemodelsforinversedesigno, title = {Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers}, author = {Li Zheng and Siddhant Kumar and Dennis M. Kochmann}, year = {2025}, eprint = {2507.15753}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.15753}, }