Automated Materials Data and Knowledge Extraction using Machine Learning and Large Language Models.

arXiv:2610.29895v1 Announce Type: cross Abstract: Over the past decade, substantial efforts have been devoted to developing machine learning (ML) methods for extracting materials data and, where possible, materials knowledge directly from the scientific litera