2 papers
cs.AI2026
LAP: An Agent-to-Instrument Protocol for Autonomous Science
Linwu Zhu, Liqiang Gao, Yan Chen +2
Autonomous science is moving from demonstration to infrastructure. Large language model agents now plan experiments, and self-driving laboratories execute them. Yet every such syst…
cs.LG2025
MatQnA: A Benchmark Dataset for Multi-modal Large Language Models in Materials Characterization and Analysis
Yonghao Weng, Liqiang Gao, Linwu Zhu +1
Recently, large language models (LLMs) have achieved remarkable breakthroughs in general domains such as programming and writing, and have demonstrated strong potential in various…