14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon

A hackathon that employed large-language models for various applications, including predicting properties of molecules and materials, designing novel interfaces for tools, extracting knowledge from unstructured data, and developing new educational applications indicates that LLMs will profoundly impact the future of the authors' fields.