From unstructured to structured: opportunities, risks and engineering practices for LLM-based data extraction in chemistry and materials

AI Agent 2026 Open access

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Authors: Weijian Chen, Haoxiang Xu, Daojian Cheng
DOI: 10.20517/aiagent.2026.06
Cited by: 4
References: 22

Abstract

opportunities, risks and engineering practices for LLM-based data

Fields of Study & Subjects

Machine Learning in Materials Science Scientific Computing and Data Management Computational Drug Discovery Methods

Publication details

Journal / source
AI Agent
Publisher
OAE Publishing Inc.
Volume
2
Issue
2
Publication date
3 June 2026