2 papers
cond-mat.mtrl-sci2025
Hierarchical Multi-agent Large Language Model Reasoning for Autonomous Functional Materials Discovery
Samuel Rothfarb, Megan C. Davis, Ivana Matanovic +3
Artificial intelligence is reshaping scientific exploration, but most methods automate procedural tasks without engaging in scientific reasoning, limiting autonomy in discovery. We…
physics.optics2025
Meta-GPT: Decoding the Metasurface Genome with Generative Artificial Intelligence
David Dang, Stuart Love, Meena Salib +8
Advancing artificial intelligence for physical sciences requires representations that are both interpretable and compatible with the underlying laws of nature. We introduce METASTR…