@article{hierarchicalmultiagentlargelanguagemodel, title = {Hierarchical Multi-agent Large Language Model Reasoning for Autonomous Functional Materials Discovery}, author = {Samuel Rothfarb and Megan C. Davis and Ivana Matanovic and Baikun Li and Edward F. Holby and Wilton J. M. Kort-Kamp}, year = {2025}, eprint = {2512.13930}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.13930}, }