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cs.AI2026

A collaborative agent with two lightweight synergistic models for autonomous crystal materials research

Tongyu Shi, Yutang Li, Zhanyuan Li +9

Current large language models require hundreds of billions of parameters yet struggle with domain-specific reasoning and tool coordination in materials science. Here, we present Ma…