2026
LLEMA: Accelerating Materials Design via LLM-Guided Evolutionary Search
ICLR 2026poster
Materials discovery requires navigating vast chemical and structural spaces while satisfying multiple, often conflicting, objectives. We present LLM-guided Evolution for Materials design (**LLEMA**), a unified framework that couples the scientific knowledge embedded in large language models with che…