A Multi-Agent Framework Integrating Large Language Models and Generative AI for Accelerated Metamaterial Design. - Jie Tian; Martin Taylor Sobczak; Dhanush Patil; Jixin Hou; Lin Pang; Arunachalam Ramanathan; Libin Yang; Xianyan Chen; Yuval Golan; Hongyue Sun; Kenan Song; Xianqiao Wang (CoRR, 2025)