Closed-Loop Solid-State Synthesis Planning for Materials Discovery With Large Language Models.
Developing reliable synthesis routes for complex materials remains a major bottleneck in accelerating materials discovery. This study establishes a large language model-based framework for predicting and optimizing synthesis conditions directly from the literature data. Key synthesis information, including target compo...