Semantic Resources for Managing Knowledge in Battery Research.

IF 7.5 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
ChemSusChem Pub Date : 2025-07-15 DOI:10.1002/cssc.202500458
Simon Clark, Corsin Battaglia, Ivano E Castelli, Eibar Flores, Lukas Gold, Christian Punckt, Simon Stier, Philipp Veit
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引用次数: 0

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.

电池研究中知识管理的语义资源。
语义技术正在彻底改变电池研究社区的合作方式。随着人工智能在该领域的出现,这一点变得更加重要。本文探讨了语义资源在推进电池研究中的作用,通过以一种既可以被人和计算机理解的方式实现知识的形式化。特定于领域的本体为结构化知识提供了明确的框架,而开源软件包支持数据的创建、验证、操作和共享。为了将本体与其他资源、文章和多媒体内容链接起来,引入了一个新的基于web的平台,称为Battery Knowledge Base,它提供了一个集中的中心来增强知识共享和协作。在本文中,重点介绍了这些语义工具如何解决知识和数据管理中的关键挑战,推动该领域的进步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ChemSusChem
ChemSusChem 化学-化学综合
CiteScore
15.80
自引率
4.80%
发文量
555
审稿时长
1.8 months
期刊介绍: ChemSusChem Impact Factor (2016): 7.226 Scope: Interdisciplinary journal Focuses on research at the interface of chemistry and sustainability Features the best research on sustainability and energy Areas Covered: Chemistry Materials Science Chemical Engineering Biotechnology
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