Zhong-Lu Guo

Coupling large language models with domain-specific small models: toward efficient extraction, management and validation of 2D materials literature data.

Two-dimensional (2D) materials exhibit distinctive physical, chemical, and electronic-structure properties that make them highly attractive for energy storage and conversion applications. However, the synthesis routes, performance metrics, and article-level metadata are scattered across different literature studies, wh...