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  4. Semantic Resources for Managing Knowledge in Battery Research
 
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2025
Journal Article
Title

Semantic Resources for Managing Knowledge in Battery Research

Abstract
Semantic technology is revolutionizing how the battery research community collaborates. It is becoming even more important as artificial intelligence agents emerge in the field. This article explores the role of semantic resources in advancing battery research by enabling the formalization of knowledge in a way that can be understood by both people and computers. Domain-specific ontologies provide definitive frameworks for structuring knowledge, while open-source software packages enable the creation, validation, manipulation, and sharing of data. To link ontologies with other resources, articles, and multimedia content, a new web-based platform called the Battery Knowledge Base, which provides a centralized hub to enhance knowledge sharing and collaboration, is introduced. In this article, how these semantic tools address critical challenges in knowledge and data management, driving progress in the field, are highlighted.
Author(s)
Clark, Simon
SINTEF Foundation for Scientific and Industrial Research
Battaglia, Corsin
Empa - Swiss Federal Laboratories for Materials Science and Technology
Castelli, Ivano Eligio
Technical University of Denmark
Flores, Eibar
SINTEF Foundation for Scientific and Industrial Research
Gold, Lukas  
Fraunhofer-Institut für Silicatforschung ISC  
Punckt, Christian
Helmholtz-Institut Ulm
Stier, Simon P.
Fraunhofer-Institut für Silicatforschung ISC  
Veit, Philipp
Helmholtz-Institut Ulm
Journal
Chemsuschem  
Funder
Deutsche Forschungsgemeinschaft  
Open Access
DOI
10.1002/cssc.202500458
Additional link
Full text
Language
English
Fraunhofer-Institut für Silicatforschung ISC  
Keyword(s)
  • batteries

  • knowledge bases

  • linked data

  • ontology

  • semantic technologies

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