An LLM agent team autonomously trains a surrogate model and performs inverse design for metamaterials, matching human forward accuracy but not inverse accuracy.
Machine intelligence in metamaterials design: a review
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An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design
An LLM agent team autonomously trains a surrogate model and performs inverse design for metamaterials, matching human forward accuracy but not inverse accuracy.