Towards the holistic design of alloys with large language models

Abstract

Large language models are very effective at solving general tasks, but can also be useful in materials design and extracting and using information from the scientific literature and unstructured corpora. In the domain of alloy design and manufacturing, they can expedite the materials design process and enable the inclusion of holistic criteria.