A Review of Large Language Models and Autonomous Agents in Chemistry

MC Ramos, CJ Collison, AD White - arXiv preprint arXiv:2407.01603, 2024 - arxiv.org
Large language models (LLMs) are emerging as a powerful tool in chemistry across multiple
domains. In chemistry, LLMs are able to accurately predict properties, design new …

From Text to Insight: Large Language Models for Materials Science Data Extraction

M Schilling-Wilhelmi, M Ríos-García, S Shabih… - arXiv preprint arXiv …, 2024 - arxiv.org
The vast majority of materials science knowledge exists in unstructured natural language,
yet structured data is crucial for innovative and systematic materials design. Traditionally, the …