The ontology for casting, materials and manufacturing (v 1.0.0)

This ontology provides a formal, machine-interpretable representation of core knowledge in casting, materials behavior, and manufacturing operations. It presents a first step toward building an AI-native semantic infrastructure for the domain.

All the serialization format for the ontology and supporting HTML documentation are openly available here.

Liu, X., Li, Z., He, M., Ma, Z., Wu, X., Yilmaz, G., Xia, Y., Li, B., Tan, H., Fuh, J. Y. H., Lu, W. F., Jarfors, A. E. W., Jansson, P.

From Prompt to Graph: Comparing LLM-Based Information Extraction Strategies in Domain-Specific Ontology Development

ISM 2025: International Conference on Industry of the Future and Smart Manufacturing

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Li, Z., Jansson, P., Tan, H., & Jarfors, A. E. W.

Leveraging LLM and KG for Knowledge Transfer in Traditional Material Manufacturing Industry: Experience and Challenges.

SeMatS 2025: The 2nd International Workshop on Semantic Materials Science

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