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Nature Machine IntelligenceResearch

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

September 10

Nature Machine Intelligence, Published online: 10 September 2026; doi:10.1038/s42256-026-01298-6 Shi et al. demonstrate a dual architecture approach for materials research, integrating two lightweight large language mode

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