Hierarchical Multi-agent Large Language Model Reasoning for Autonomous Functional Materials Discovery. - Samuel Rothfarb; Megan C. Davis; Ivana Matanovic; Baikun Li; Edward F. Holby; Wilton J. M. Kort-Kamp (CoRR, 2025)