Mina Abd Nikooie Pour, Huanyu Li, Rickard Armiento, Patrick Lambrix. (2021). A First Step towards Extending the Materials Design Ontology. 2021
Added by matportal-botMay 24, 2026
The materials design ontology
Patrick Lambrix, Rickard Armiento, Huanyu Li, Olaf Hartig, Mina Abd Nikooie Pour, Ying Li
Semantic Web - 2023
doi: 10.3233/sw-233340
openalex
In the materials design domain, much of the data from materials calculations is stored in different heterogeneous databases with different data and access models. Therefore, accessing and integrating data from different sources is challenging. As
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ontology-based access and integration alleviates these issues, in this paper we address data access and interoperability for computational materials databases by developing the Materials Design Ontology. This ontology is inspired by and guided by the OPTIMADE effort that aims to make materials databases interoperable and includes many of the data providers in computational materials science. In this paper, first, we describe the development and the content of the Materials Design Ontology. Then, we use a topic model-based approach to propose additional candidate concepts for the ontology. Finally, we show the use of the Materials Design Ontology by a proof-of-concept implementation of a data access and integration system for materials databases based on the ontology.11 This paper is an extension of (In The Semantic Web – ISWC 2020 – 19th International Semantic Web Conference, Proceedings, Part II (2000) 212–227 Springer) with results from (In ESWC Workshop on Domain Ontologies for Research Data Management in Industry Commons of Materials and Manufacturing 2021 1–11) and currently unpublished results regarding an application using the ontology.
Patrick Lambrix; Rickard Armiento; Huanyu Li; Olaf Hartig; Mina Abd Nikooie Pour; Ying Li; The materials design ontology; Semantic Web; 2023; doi:10.3233/sw-233340
BibTeX
@article{lambrix2024materials, title={The materials design ontology}, author={Lambrix, Patrick and Armiento, Rickard and Li, Huanyu and Hartig, Olaf and Pour, Mina Abd Nikooie and Li, Ying}, journal={Semantic Web}, volume={15}, number={2}, pages={481--515}, year={2024}, publisher={IOS Press} }
Added by matportal-botMay 24, 2026
Repositories
1
Repositorygithub.com
Materials-Design-Ontology Repository
Official GitHub repository for the Materials Design Ontology.
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