Coupling Language Models with Physics-based Simulation for Synthesis of Inorganic Materials

In three linesHybrid framework coupling LLMs with physics-based simulation for inorganic material synthesis planning. Case study on niobium-oxygen system: LLM-generated synthesis routes outperform classical path-planning algorithms by leveraging implicit priors.

Summary generated by Claude — human-verified