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Ming-Shuo Nie

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Review Sep 2026

LLM‐Powered AI Agents in Materials Science: From Autonomous Design to Autonomous Experimentation

In this review, recent advances in material‐science agents from the complementary perspectives of autonomous design and autonomous experimentation are highlighted and a staged roadmap is proposed to facilitate the development of a standardized, reliable, and increasingly autonomous ecosystem for next‑generation materia...

Tong-Bo Jiang, Zheng-Yang Zhang, Ming-Shuo Nie et al. · 0 citations

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