Language-Native Materials Processing Design by Lightly Structured Text Database and Reasoning Large Language Model

Yuze Liu, Zhaoyuan Zhang, Xiangsheng Zeng +5

Materials synthesis procedures are predominantly documented as narrative text in papers, protocols, and laboratory records, placing them beyond the reach of conventional data-drive…