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LLMs-Powered Accurate Extraction, Querying and Intelligent Management of Literature derived 2D Materials Data

arXiv 2511.20691 ↗First posted 22 Nov 2025cs.CL cond-mat.mtrl-sci cs.DBcited by 0

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Abstract (arXiv)

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

Key facts. No citing papers in the map yet (data through 14 Oct 2026). First posted on arXiv 22 Nov 2025.

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