LLMs-Powered Accurate Extraction, Querying and Intelligent Management of Literature derived 2D Materials Data
arXiv:2511.20691
Abstract
Two-dimensional (2D) materials have showed widespread applications in energy storage and conversion owning to their unique physicochemical, and electronic properties. Most of the valuable information for the materials, such as their properties and preparation methods, is included in the published research papers. However, due to the dispersion of synthe
100 pages (18 pages main text, 82 pages supplementary material), 5 figures. Supplementary material starts from page 19