July 31, 2026 article Open access LLM-driven materials knowledge extraction: multimodal parsing, ontology, and agentic systems Journal of Materials Informatics DOI: 10.20517/jmi.2026.38 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 1 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Large language models for knowledge graph extraction from tables in materials science 2025 Digital Discovery article Materials Science Machine Learning in Materials Science Open access 12 citations 1 result